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grafo-autores.html
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<script src="https://cdn.rawgit.com/eligrey/canvas-toBlob.js/f1a01896135ab378aa5c0118eadd81da55e698d8/canvas-toBlob.js"></script>
<script src="https://cdn.rawgit.com/eligrey/FileSaver.js/e9d941381475b5df8b7d7691013401e171014e89/FileSaver.min.js"></script>
<script src="https://d3js.org/d3.v3.min.js"></script>
<!--<script src="d3.layout.cloudv2.js"></script>-->
<style>
.node {
stroke-width: 1.5px;
}
.link {
stroke: #999;
stroke-opacity: .6;
}
#contenedorGrafo {
width: 1000px;
height: 1000px;
overflow: auto;
border:1px solid #C0C0C0;
}
#div1622511470071 {
width: 1000px;
height: 1000px;
}
</style>
<div>
<button id='saveButton'>Export my D3 visualization to PNG</button>
</div>
<div id="contenedorGrafo">
<div id="div1622511470071"></div>
</div>
<div id='PopUp' style='display: none; position: absolute; left: 0px; top: 0px; border: solid gray 1px; padding: 10px; background-color: black; text-align: justify; font-size: 12px; color: white; width: 135px; '>
<center id='PopUpText'>TEXT</center>
</div>
<script>
var myWindow;
var svg;
var width = 2500;
var height = 2500;
var lstEnlacesRaw = [];
var duplaOrigenDest = [];
var arrowSize = [ 0, 3, 3, 4, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6];
var maxv = 0;
// Set-up the export button
d3.select('#saveButton').on('click', function(){
var svgString = getSVGString(svg.node());
svgString2Image( svgString, 2*width, 2*height, 'png', save ); // passes Blob and filesize String to the callback
function save( dataBlob, filesize ){
saveAs( dataBlob, 'D3 vis exported to PNG.png' ); // FileSaver.js function
}
});
// Below are the functions that handle actual exporting:
// getSVGString ( svgNode ) and svgString2Image( svgString, width, height, format, callback )
function getSVGString( svgNode ) {
svgNode.setAttribute('xlink', 'http://www.w3.org/1999/xlink');
var cssStyleText = getCSSStyles( svgNode );
appendCSS( cssStyleText, svgNode );
var serializer = new XMLSerializer();
var svgString = serializer.serializeToString(svgNode);
svgString = svgString.replace(/(\w+)?:?xlink=/g, 'xmlns:xlink='); // Fix root xlink without namespace
svgString = svgString.replace(/NS\d+:href/g, 'xlink:href'); // Safari NS namespace fix
return svgString;
function getCSSStyles( parentElement ) {
var selectorTextArr = [];
// Add Parent element Id and Classes to the list
selectorTextArr.push( '#'+parentElement.id );
for (var c = 0; c < parentElement.classList.length; c++)
if ( !contains('.'+parentElement.classList[c], selectorTextArr) )
selectorTextArr.push( '.'+parentElement.classList[c] );
// Add Children element Ids and Classes to the list
var nodes = parentElement.getElementsByTagName("*");
for (var i = 0; i < nodes.length; i++) {
var id = nodes[i].id;
if ( !contains('#'+id, selectorTextArr) )
selectorTextArr.push( '#'+id );
var classes = nodes[i].classList;
for (var c = 0; c < classes.length; c++)
if ( !contains('.'+classes[c], selectorTextArr) )
selectorTextArr.push( '.'+classes[c] );
}
// Extract CSS Rules
var extractedCSSText = "";
for (var i = 0; i < document.styleSheets.length; i++) {
var s = document.styleSheets[i];
try {
if(!s.cssRules) continue;
} catch( e ) {
if(e.name !== 'SecurityError') throw e; // for Firefox
continue;
}
var cssRules = s.cssRules;
for (var r = 0; r < cssRules.length; r++) {
if ( contains( cssRules[r].selectorText, selectorTextArr ) )
extractedCSSText += cssRules[r].cssText;
}
}
return extractedCSSText;
function contains(str,arr) {
return arr.indexOf( str ) === -1 ? false : true;
}
}
function appendCSS( cssText, element ) {
var styleElement = document.createElement("style");
styleElement.setAttribute("type","text/css");
styleElement.innerHTML = cssText;
var refNode = element.hasChildNodes() ? element.children[0] : null;
element.insertBefore( styleElement, refNode );
}
}
function svgString2Image( svgString, width, height, format, callback ) {
var format = format ? format : 'png';
var imgsrc = 'data:image/svg+xml;base64,'+ btoa( unescape( encodeURIComponent( svgString ) ) ); // Convert SVG string to data URL
var canvas = document.createElement("canvas");
var context = canvas.getContext("2d");
canvas.width = width;
canvas.height = height;
var image = new Image();
image.onload = function() {
context.clearRect ( 0, 0, width, height );
context.fillStyle = "white";
context.fillRect(0, 0, canvas.width, canvas.height);
context.drawImage(image, 0, 0, width, height);
canvas.toBlob( function(blob) {
var filesize = Math.round( blob.length/1024 ) + ' KB';
if ( callback ) callback( blob, filesize );
});
};
image.src = imgsrc;
}
function genStrJsonNodosyLinks(lstEnlacesRaw)
{
var origen, destino, sep, s;
var nodo = new Array();
var lnkEntrantes = new Array();
for(var i = 0; i < lstEnlacesRaw.length; i++) {
if(nodo.indexOf(lstEnlacesRaw[i][0]) < 0) {
nodo.push(lstEnlacesRaw[i][0]);
}
if(nodo.indexOf(lstEnlacesRaw[i][1]) < 0) {
nodo.push(lstEnlacesRaw[i][1]);
}
destino = nodo.indexOf(lstEnlacesRaw[i][1]);
if(!lnkEntrantes[destino]) {
lnkEntrantes[destino] = 0;
}
lnkEntrantes[destino] = lnkEntrantes[destino] + 1;
}
s = '{"nodes":[';
for(var i = 0; i < nodo.length; i++) {
if(!lnkEntrantes[i]){
lnkEntrantes[i] = 0;
}
sep = (i == (nodo.length - 1))? '' : ',';
if (lnkEntrantes[i] > maxv) maxv = lnkEntrantes[i];
s = s + '{"name":"' + nodo[i] + '", "group":' + lnkEntrantes[i] + ', "id":' + i + '}' + sep;
}
console.log('maxv '+maxv)
s = s + '], "links":[';
for(var i = 0; i < lstEnlacesRaw.length; i++) {
sep = (i == (lstEnlacesRaw.length - 1))? '' : ',';
origen = nodo.indexOf(lstEnlacesRaw[i][0]);
destino = nodo.indexOf(lstEnlacesRaw[i][1]);
s = s + '{"source":' + origen + ',"target":' + destino + ',"value":2}' + sep;
}
s = s + ']}';
return s;
}
function creaGrafoSocial(idDiv)
{
var strJson = genStrJsonNodosyLinks(lstEnlacesRaw);
var dataJSON = JSON.parse(strJson);
var color = d3.scale.category20c();
var force = d3.layout.force()
.charge(-120)
.linkDistance(40)
.size([width, height]);
svg = d3.select("#" + idDiv).append("svg")
.attr('viewBox','0 0 ' + width + ' ' + height)
.attr('preserveAspectRatio','xMinYMin');
/*
svg.append("defs").append("marker")
.attr("id", "arrowhead")
.attr("refX", 6 + 4)
.attr("refY", 2)
.attr("markerWidth", 8)
.attr("markerHeight", 8)
.attr("orient", "auto")
.append("path")
.attr("d", "M 0,0 V 4 L6,2 Z");
*/
var graph = dataJSON;
force
.nodes(graph.nodes)
.links(graph.links)
.start();
var link = svg.selectAll("line.link")
.data(graph.links)
.enter().append("line")
.attr("class", function(d) {
//console.log("link source-" + d.source.id + " target-" + d.target.id);
return "link source-" + d.source.id + " target-" + d.target.id;
})
.attr("marker-end", "url(#arrowhead)")
.style("stroke-width", function(d) { return Math.sqrt(d.value); });
var f = d3.scale.category10();
var g = d3.scale.category20();
var h = d3.scale.category20b();
var ii = d3.scale.category20c();
var colorScales = [f,g,h,ii];
var colorLen = [10,20,20,20];
var PRGn = ["#40004b","#762a83","#9970ab","#c2a5cf","#e7d4e8","#f7f7f7","#d9f0d3","#a6dba0","#5aae61","#1b7837","#00441b"];
var RdYlGn = ["#a50026","#d73027","#f46d43","#fdae61","#fee08b","#ffffbf","#d9ef8b","#a6d96a","#66bd63","#1a9850","#006837", "#40004b","#762a83","#9970ab","#c2a5cf","#e7d4e8","#f7f7f7","#d9f0d3","#a6dba0","#5aae61","#1b7837","#00441b", "#e41a1c","#377eb8","#4daf4a","#984ea3","#ff7f00","#ffff33","#a65628","#f781bf","#999999","#66c2a5","#fc8d62","#8da0cb","#e78ac3","#a6d854","#ffd92f","#e5c494","#b3b3b3", '#d72631', '#a2d5c6', '#077b8a' , '#5c3c92', '#e2d810','#d9138a','#12a4d9','#322e2f', '#f3ca20', '#cf1578', '#e8d21d', '#039fbe', '#b20238', '#e75874', '#be1558', '#fbcbc9', '#322514'];
console.log("colores " + RdYlGn.length)
RdYlGn = shuffle(RdYlGn)
var node = svg.selectAll(".node")
.data(graph.nodes)
.enter().append("circle")
.attr("class", "node")
.attr("r", function(d) {
var val = d.group;
//console.log("----- "+val)
return 15*normalize(val, maxv, 0)+10;
})
.style("fill", function(d) {
return RdYlGn[d.group]; })
.each(function(d) { this.id = 'nodo_' + d.id; })
.on("mouseover", function(d,i) {
var el;
document.getElementById('PopUpText').innerHTML = d.name + ' - ' + d.group;
el = document.getElementById('PopUp')
el.style.left = ( d3.event.pageX - 100) + "px";
el.style.top = ( d3.event.pageY - 100) + "px";
el.style.display = 'block';
svg.selectAll("line.link.target-" + d.id).classed("target", true).style("stroke", 'red');
svg.selectAll("line.link.source-" + d.id).classed("source", true).style("stroke", 'green');
})
.on("click", function(d,i) {
var el, x, y;
document.getElementById('PopUpText').innerHTML = d.name;
el = document.getElementById('PopUp')
el.style.left = d.x + "px";
el.style.top = d.y + "px";
el.style.display = 'block';
var sUsr, sUrl;
sUsr = d.name;
sUsr = sUsr.substring(1, sUsr.length);
sUrl = "https://twitter.com/intent/user?screen_name=" + sUsr;
if(myWindow) {
myWindow.close();
}
//myWindow = window.open(sUrl, "", "width=550,height=520,left=450,top=150");
})
.on("mouseout", function(d)
{
document.getElementById('PopUp').style.display = 'none';
svg.selectAll("line.link.target-" + d.id).classed("target", false).style("stroke", "#CCC");;
svg.selectAll("line.link.source-" + d.id).classed("source", false).style("stroke", "#CCC");
})
.call(force.drag);
force.on("tick", function() {
link.attr("x1", function(d) { return d.source.x; })
.attr("y1", function(d) { return d.source.y; })
.attr("x2", function(d) { return d.target.x; })
.attr("y2", function(d) { return d.target.y; });
node.attr("cx", function(d) { return d.x; })
.attr("cy", function(d) { return d.y; });
});
}
function normalize(val, max, min) { return (val - min) / (max - min); }
function centrarDivEnViewport(idDiv, idDivViewport)
{
var divViewport = document.getElementById(idDivViewport);
var div = document.getElementById(idDiv);
var maxScrollLeft = div.offsetWidth - divViewport.offsetWidth;
var maxScrollTop = div.offsetHeight - divViewport.offsetHeight;
divViewport.scrollTop = maxScrollTop/2;
divViewport.scrollLeft = maxScrollLeft/2;
}
window.onload = function()
{
Def_lstEnlacesRaw();
creaGrafoSocial("div1622511470071");
centrarDivEnViewport("div1622511470071", "contenedorGrafo")
}
function shuffle(array) {
var currentIndex = array.length, randomIndex;
// While there remain elements to shuffle...
while (0 !== currentIndex) {
// Pick a remaining element...
randomIndex = Math.floor(Math.random() * currentIndex);
currentIndex--;
// And swap it with the current element.
[array[currentIndex], array[randomIndex]] = [
array[randomIndex], array[currentIndex]];
}
return array;
}
function Def_lstEnlacesRaw()
{
lstEnlacesRaw =
[
["SEBASTIAN NEGRETE", "ANDRES ALFONSO VALDIVIESO VERA"],
["ALVARO SYLLEROS", "CAMILLA AGNESE GIULIETTI ESCUDERO PREGRADO"],
["SEBASTIAN TOBAR", "KAREN CONSTANZA ALVARADO KIMAIRD PREGRADO"],
["IVAN CARO", "OLIVIA GARREAUD PREGRADO"],
["ROBERTO SEBASTIAN GOMEZ JOHNSON", "ALEXIS MIKES KALERGIS PARRA"],
["MARTIN CARCAMO", "JOSE RICARDO PEREZ CORREA"],
["JOSE WALDEMAR MARTINEZ SOLIS", "HERNAN GONZALEZ DIAZ"],
["ALVARO VIDELA", "MARCELO ANDRES GONZALEZ"],
["JOHANNES PLET", "PABLO IRARRAZAVAL MENA"],
["DIEGO AVEK BARROS BARNES", "GLORIA MONTENEGRO RIZZARDINI"],
["YAEL BERKOWITZ PREGRADO", "IVAN CARO"],
["DIEGO GOMEZ", "ALDO CIPRIANO"],
["LUCIANO EDUARDO CHIANG SANCHEZ", "BENJAMIN LAGOS BERRIOS MAG"],
["LEDA GUZMAN PUCV", "ALEJANDRO CORVALAN RODRIGUEZ"],
["NICOLAS TAPIA DOCTORADO", "JOSE LUIS ALMAZAN"],
["SILVANA ZANLUNGO MATSUHIRO", "ALEJANDRA ALVAREZ"],
["ROBERTO GONZALEZ REYES", "ROBERTO GONZALEZ REYES"],
["MARCELO MARCONI TORO", "MARCELO MARCONI TORO"],
["CAROLINA LLANOS MUNOZ", "ALEXIS KALERGIS PARRA"],
["ALAIN TUNDIDOR", "CESAR SALDIAS BARROS"],
["RAFAEL MEDINA", "RODRIGO TAPIA FAVET ALUMNO DOCTORADO"],
["LUIS FERNANDO LARRONDO CASTRO", "PAULO CANESSA AGUILA POSTDOC"],
["NIBALDO INESTROSA CANTIN", "NIBALDO INESTROSA CANTIN"],
["HERNAN GONZALEZ DIAZ", "JOSE RODRIGO MARTINEZ"],
["TOMAS VELASQUEZ DALBORA", "MARIA PAZ ROJAS TRAVERSO"],
["XIMENA ORTEGA FUENZALIDA", "GLORIA MONTENEGRO RIZZARDINI"],
["ISIDORA YANGUAS BARRA PREGRADO", "DOUGLAS LEONARD COVARRUBIAS"],
["CRISTIAN CARVAJAL MALDONADO", "CARLOS ENRIQUE FARDELLA"],
["JAVIER VERA", "JORGE RAMOS"],
["ALEJANDRO CORVALAN RODRIGUEZ", "ARIEL GUERRERO UCH"],
["JOSE TOMAS EGANA", "ROLANDO REBOLLEDO"],
["DOUGLAS LEONARD COVARRUBIAS", "FELIPE TOLEDO ULLOA PREGRADO"],
["TOMAS VELASQUEZ DALBORA", "FRANCISCO FINAT SOLODUCHIN"],
["SANTIAGO BARROS", "CHRISTIAN OBERLI"],
["JORGE RAMOS", "ANGELA DECAR JIMENEZ"],
["SERGIO VERA", "FELIPE VICTORERO"],
["CESAR ANTONIO SAEZ NAVARRETE", "LEONARDO RODRIGUEZ"],
["VERONICA GARCIA MENA", "ALEJANDRO VENEGAS ESPARZA"],
["SOTO ARRIAZA ALVARO MARCELO RODRIGO", "ALDO CIPRIANO"],
["SAMANTA ZEPPELIN GALLEGOS", "ANDRES VILLELA CHACON"],
["ANTONIO CANTILLAN CANTILLAN", "MARISA TORRES HIDALGO"],
["RAMON DEL RIO BAEZ", "ALEJANDRO VENEGAS ESPARZA"],
["ILIA GALLO GELDRES", "ALVARO SYLLEROS"],
["SEBASTIAN NEGRETE", "NICOLAS SCHIEFELBEIN GACITUA"],
["SOFIA MATTE ALLENDE ALUMNO", "TOMAS VELASQUEZ DALBORA"],
["JORGE JALIL PROFESOR UC", "MARIA PAZ OCARANZA JERALDINO"],
["CARLOS ENRIQUE FARDELLA", "CARLOS FERNANDO LAGOS AREVALO"],
["MARIA ANGELICA DEL VALLE", "FERNANDO DIAZ"],
["JOSEFA ANAHIT MINASSIAN OLAVE", "SEBASTIAN NEGRETE"],
["FRANCISCA ESPINOSA PREGRADO", "IVAN CARO"],
["RICARDO MORENO", "ALEJANDRO TORRES ALUMNO PHD"],
["PAULA WUTH", "SOFIA ANTONIA APARICIO VALLEJOS ALUMNA PREGRADO"],
["DAVID DIAZ TUNJANO ESTUDIANTE PREGRADO", "PATRICIO LILLO"],
["RAQUEL AGUILERA", "LUIS VENEGAS EXTERNO"],
["TOMAS VELASQUEZ DALBORA", "XAVIER GARCIA HERRERA EXT"],
["ALFONSO GONZALEZ", "FRANCISCA BRONFMAN"],
["RANGANATHA SITARAM", "DARSHANA JAYAKUMARI ESTUDIANTE DOCTORADO"],
["FABIEN ROUAULT", "VLADIMIR CHIBIZOV"],
["RENE ROJAS", "TANIA CELIS"],
["SERGIO VERA", "DANIEL URIBE ALUMNO DOCTORADO"],
["PENDIENTE", "PATRICIO ARCE JOHNSON"],
["SERGIO VARGAS ALUMNO DOCTORADO", "HERNAN GONZALEZ DIAZ"],
["FERNANDO DIAZ", "MARIA ANGELICA DEL VALLE"],
["PATRICIO ARCE JOHNSON", "MARIA CONSUELO MEDINA AREVALO"],
["CESAR ANTONIO SAEZ NAVARRETE", "RODRIGO LABATUT ACADEMICO"],
["SERGIO GODOY", "SASCHA WALLENTOWITZ"],
["JAVIER RANA", "JAVIER RANA"],
["DIEGO MARCELO QUIZANGA MARTINEZ", "JOSE LUIS ALMAZAN"],
["GINO MARTINEZ SOTO", "SEBASTAN DRAGO PEREZ RESIDENTE ALUMNO DE POSTGRADO"],
["FRANCO MELAZZINI INVESTIGADOR", "JUAN PABLO ZOFFOLI INVESTIGADOR"],
["SEBASTIAN CAMADROS ALUMNO", "ALBERTO GONZALEZ"],
["PATRICIA ANDREA LIMA FLORES", "SEBASTIAN NEGRETE"],
["CESAR ANTONIO SAEZ NAVARRETE", "ROSANNA GINOCCHIO CEA"],
["JOSE RODRIGO MARTINEZ", "HERNAN GONZALEZ DIAZ"],
["JOSE MIGUEL BENAVENTE PEREIRA", "EDUARDO AGOSIN TRUMPER"],
["RICARDO MORENO", "JUAN CARLOS SAEZ"],
["EDUARDO AGOSIN", "DANIEL GARRIDO"],
["PAOLA CASANELLO MEDICINA", "RODRIGO ITURRIAGA"],
["ENRIQUE BRANDAN SIQUES", "DANIEL CABRERA POSTDOC"],
["MAGDALENA ALAMOS ALUMNO", "ALEJANDRO DURAN VARGAS"],
["JOSE MANUEL DEL VALLE", "GONZALO NUNEZ MONTOYA INGENIERO DE PROYECTO"],
["JOSEFA BALLACEY PREGRADO", "ALVARO SYLLEROS"],
["RAFAEL GANA OSTORNOL", "RAFAEL GANA OSTORNOL"],
["SERGIO GODOY", "SERGIO GODOY"],
["ALBERT K GROEN U GRONINGEN", "JUAN FRANCISCO MIQUEL"],
["ALEJANDRO CORVALAN RODRIGUEZ", "MARCELO JKOGAN UCH"],
["REINALDO URIBE", "ALFONSO GONZALEZ"],
["IVAN CARO", "FRANCISCA ESPINOSA PREGRADO"],
["ANDRES VILLELA CHACON", "LORETO MATURANA PREGRADO"],
["MACARENA JESUS BUSTAMANTE LARA", "SEBASTIAN NEGRETE"],
["ALEJANDRO LEOPOLDO CABRERA OYARZUN", "BEATRIZ SAMCHEZ NIETO"],
["JORGE JALIL", "MARIA PAZ OCARANZA JERALDINO"],
["RENE ROJAS", "ALEXANDRA BECERRA POSTDOC"],
["MARIA PAZ OCARANZA JERALDINO", "FEDERICO DE SOUSA UFMG POSTDOC"],
["SEBASTIAN ANDRES ESPINOZA ESTUDIANTE DE DOCTORADO", "DANIEL ESTEBAN HURTADO SEPULVEDA"],
["GLORIA MONTENEGRO RIZZARDINI", "ADY IVETH GIORDANO VILLATORO"],
["CONSUELO MORANDE ALUMNO", "ALBERTO GONZALEZ"],
["ALEJANDRO GODOY SANCHEZ", "CAMILA SCHMITH ASISTENTECONTRATO X PROYECTO"],
["OSCAR HUERTA", "OSCAR HUERTA"],
["KATHERINNE BUGUENO EXTERNO", "RAQUEL AGUILERA"],
["FRANCISCA PEDREROS PREGRADO", "ANDRES VILLELA CHACON"],
["MATIAS CASTILLO", "DANIEL ESTEBAN HURTADO SEPULVEDA"],
["PAULA WUTH IZQUIERDO", "SEBASTIAN NEGRETE"],
["ALEJANDRO LEOPOLDO CABRERA OYARZUN", "ALEJANDRO LEOPOLDO CABRERA OYARZUN"],
["ARNOLDO RIQUELME", "IVAN CARO PINTO"],
["CESAR ANTONIO SAEZ NAVARRETE", "PABLO GUTIERREZ INVESTIGADOR"],
["BERNABE SEGUNDO SANTELICES GONZALEZ", "ALEJANDRA GONZALEZ"],
["IVAN CARO", "VALENTINA MARQUEZ VILLABLANCA PREGRADO"],
["ALEJANDRA ALVAREZ", "SILVANA ZANLUNGO MATSUHIRO"],
["JOSE RICARDO PEREZ CORREA", "COOPERATIVA AGRICOLA PISCO ELQUI LTDA"],
["JERONIMO MAZE", "HOSSEIN TAVAKOLI"],
["MARIA DEL PILAR CARVALLO DE SAINTQUENTIN", "CAROLINA ALVAREZ"],
["TOMAS VIVANCO", "MARIA LARRAIN ALUMNA"],
["ALBERTO GONZALEZ", "ALVARO SANTANA"],
["GONZALO ARTEAGA", "ALEJANDRO ARAVENA"],
["ALBERTO GONZALEZ", "CALA DEL RIO ALUMNO"],
["ROMAN TORO YANEZ", "MARLENE AYALA ZAPATA"],
["CAROLA ZUROB", "CRISTOBAL TELLO ESCOBAR"],
["JOSE RICARDO PEREZ CORREA", "JORGE HEIREMANS VINASANTARITA"],
["MAURICIO ISAACS CASANOVA", "MAURICIO ISAACS CASANOVA"],
["EUGENIO SANFUENTES VON STOWASER UDEC", "MARLENE ROSALES"],
["PABLO DE LA BARRA COORD", "KARIN WESTERMEYER POSGRADO"],
["EDUARDO AGOSIN TRUMPER", "VECCHIOLA CARDENAS A"],
["CLAUDIA VALDERRAMA", "CRISTIANSCHMITT RIVERA"],
["TOMAS SANCHEZ", "ALDO CIPRIANO"],
["JUAN PABLO ZOFFOLI INVESTIGADOR", "FRANCO MELAZZINI INVESTIGADOR"],
["TOMAS VELASQUEZ DALBORA", "CAROLINA CORREA SARTORI ALUMNO"],
["CESAR SAEZ NAVARRETE", "CESAR ANTONIO SAEZ NAVARRETE"],
["GONZALO JOSE RODRIGUEZ GRAU", "JUAN DE DIOS RIVERA AGUERO"],
["MARIA ANGELICA DEL VALLE", "MARIA ANGELICA DEL VALLE"],
["PATRICIA PRAT ERRAZURIZ", "TOMAS VELASQUEZ DALBORA"],
["ALEJANDRO CORVALAN RODRIGUEZ", "MARIA JOSE MATURANA"],
["EDMUNDO BORDEU", "VICTOR HUGO PINILLA HERRERA"],
["IVAN CARO", "ALEJANDRO ZAVALA"],
["ALEJANDRA GONZALEZ", "BERNABE SEGUNDO SANTELICES GONZALEZ"],
["LUCIANO EDUARDO CHIANG SANCHEZ", "MARLENE AYALA ZAPATA"],
["EDUARDO AGOSIN", "JOSE RICARDO PEREZ CORREA"],
["MARIA ALEJANDRA ALARCON ALARCON", "ALEJANDRO CORVALAN RODRIGUEZ"],
["CHRISTIAN DANI GUZMAN", "CONSTANZA VILLANUEVA EXTERNO"],
["NATALIA BROSSARD ARAVENA", "DENISE MONTT"],
["MARIA SOLEDAD LANGE SMITH", "GARETH IVOR OWEN"],
["MATIAS NEGRETE", "ALDO SAAVEDRA"],
["PATRICIO MARTINEZ B", "ALEJANDRO VENEGAS ESPARZA"],
["SEBASTIAN NEGRETE", "CATALINA FUENZALIDA YANEZ"],
["FELIPE VICTORERO", "SERGIO VERA"],
["RAYEN YANARA VALDIVIA OLIVARES PREGRADO", "JOSE VICENTE GONZALEZ ARAMUNDIZ"],
["DAVID RICARDO RAFAEL MORENO DA COSTA", "RENE ROJAS"],
["FRANCISCO MORALES U DE CHILE", "JERONIMO MAZE"],
["PATRICIO RODRIGUEZ VALDES", "MIGUEL NUSSBAUM"],
["PABLO FUENTEALBA", "PABLO FUENTEALBA"],
["ANDRES SOLAS", "ANA MARIA CARVAJAL"],
["EDUARDO CUBILLOS ARTIGAS", "MANUEL ANTONIO MARTINEZ PARDO"],
["VINCENT SUC", "VINCENT SUC"],
["ALEXANDRA BECERRA POSTDOC", "RENE ROJAS"],
["ANDREA ZAVALA", "ANDREA ZAVALA"],
["ALVARO SYLLEROS", "MATIAS HAGEN ESPER"],
["ANGEL RODRIGO LEIVA CAMPUSANO", "ALAIN TUNDIDOR"],
["MARIA JAVIERA ALVAREZ FIGUEROA", "JOSE VICENTE GONZALEZ ARAMUNDIZ"],
["WILDA OLIVARES ASISTENTE", "ALEJANDRO CORVALAN RODRIGUEZ"],
["BRUNO NERVI NATTERO", "VIVIANA MONTECINOS"],
["SEBASTIAN NEGRETE", "LUCIANO MATIAS LIZANA GALLARDO"],
["MAURICIO LOPEZ CASANOVA", "PATRICIA MARTINEZ"],
["ELISABET VIAYNA GAZA UB", "NIBALDO INESTROSA CANTIN"],
["ALBERTO GONZALEZ", "ALVARO SYLLEROS ACADEMICO"],
["SIROTA UYDELEVICH", "PATRICIO ARCE JOHNSON"],
["MARIA ISIDORA RIOSECO IHNEN ALUMNA", "ALBERTO GONZALEZ"],
["ALFONSO GONZALEZ", "EVELYN PARDO"],
["JOSE RICARDO PEREZ CORREA", "HUGO HERNAN YANEZ BAEZA"],
["ALBERT HERRERA ZEPPELIN", "CESAR ANTONIO SAEZ NAVARRETE"],
["RODRIGO DEL RIO", "CRISTIANSCHMITT RIVERA"],
["BEGONA JULIA", "JUAN KARICH"],
["MARIA DEL PILAR CARVALLO DE SAINTQUENTIN", "MACARENA ARAYA"],
["GRACE ARMIJO", "PATRICIO ARCE JOHNSON"],
["BENJAMIN KOCH", "BENJAMIN KOCH"],
["MARCELO ANDRES GONZALEZ", "CLAUDIA PATRICIA RETAMOSO LLAMAS DOCTORADO"],
["RENE ROJAS", "MARIO ANTONIO FAUNDEZ CACERES"],
["PABLO ALBARRAN EMPRESA", "GLORIA MONTENEGRO"],
["JUAN FRANCISCO MIQUEL", "GIANPIETRO RIGOTTI REIVERA"],
["JOSE SAN MARTIN", "RAIMUNDO GARCIA"],
["RAFAEL R DIAZ SOBAC INVESTIGADOR", "FRANCO MELAZZINI INVESTIGADOR"],
["MARCELO JKOGAN UCH", "ALEJANDRO CORVALAN RODRIGUEZ"],
["JUAN FRANCISCO MIQUEL", "SILVANA ZANLUNGO MATSUHIRO"],
["ALBERTO GONZALEZ", "FRANCISCA SALOMON"],
["ALBERTO GONZALEZ", "SOFIA VIAL ALUMNO PREGRADO"],
["OCTAVIO NEIRA ALUMNO PREGRADO", "BEGONA JULIA"],
["ALBERTO GONZALEZ", "SEBASTIAN CAMADROS ALUMNO"],
["VALENTINA MARQUEZ PREGRADO", "ALBERTO GONZALEZ"],
["RODRIGO ITURRIAGA", "RODRIGO DEL RIO EXTERNO"],
["GLORIA MONTENEGRO RIZZARDINI", "PATRICIA VELASQUEZ CONCHA ALUMNO DE DOCTORADO"],
["HERNAN SANTA MARIA OYANEDEL", "PABLO GUINDOS"],
["JUAN PABLO BASSO", "CARLOS MARIN"],
["CAROLINA LLANOS MUNOZ", "FABIAN ALEJANDRO VEGA TAPIA"],
["FERNANDA VALDES VINASANTARITA", "EDUARDO AGOSIN TRUMPER"],
["ANTONIA ADELLE PREGRADO", "ANDRES VILLELA CHACON"],
["TRINIDAD BUNSTER ALUMNO PREGRADO", "ALVARO SYLLEROS"],
["NICOLAS SCHIEFELBEIN", "FEDERICO MONROY RODRIGUEZ"],
["ALVARO SYLLEROS ACADEMICO", "ALBERTO GONZALEZ"],
["VERENA SIEWERS CHALMERS UNIVERSITY OF TECHNOLOGY", "EDUARDO AGOSIN TRUMPER"],
["RENE ROJAS", "GONZALO FRANCISCO AGUILA AVILES"],
["JOSE TOMAS EGANA", "MAURICIO BORIC"],
["LEONARDO VANZI", "LEONARDO VANZI"],
["JORGE RAMOS", "ALEX VARGAS DIAZ"],
["CLAUDIA PISSANI", "MIGUEL BRONFMAN"],
["MIGUEL BRONFMAN", "CLAUDIO PINTO"],
["RODRIGO ESTEBAN ARANCIBIA REYES", "PATRICIO CRISTIAN SMITH FERRER"],
["ERNESTO ANTONIO MOYA ELIZONDO", "GASTON APABLAZA HIDALGO"],
["NIBALDO INESTROZA", "ALFONSO GONZALEZ"],
["NICOLAS SANHUEZA RODRIGUEZ ALUMNO", "ALBERTO GONZALEZ"],
["MARCELA FERNANDEZ ZABALA", "MARCELA FERNANDEZ ZABALA"],
["BENJAMIN MANUEL DIETHELM VARELA", "CARLOS ENRIQUE FARDELLA"],
["JORGE RAMOS", "BENJAMIN BORQUEZ HODGSON PREGRADO"],
["ANDRES VILLELA CHACON", "PABLO QUIROZ RIOS"],
["VALENTINA HERRMANN PRIESNITZPREGRADO", "MARIA BERNARDITA FIGUEROA"],
["ULRICH VOLKMANN", "MARIA JOSE RETAMAL POSDOC"],
["SERGIO URIBE", "FELIPE VALENZUELA DOCTORADO"],
["MAURICIO ISAACS CASANOVA", "MARIA JESUS AGUIRRE USACH"],
["GLORIA MONTENEGRO RIZZARDINI", "XIMENA ORTEGA FUENZALIDA"],
["ANDRES CARVAJAL R", "BREDFORD KERR FUENTES"],
["NATALIA BROSSARD", "MARIA AGUSTINA STICKAR ALUMNO PREGRADO"],
["IVAN CARO", "JOSE VULETIN"],
["SOFIA HINOSTROZA ALUMNO PREGRADO", "BEGONA JULIA"],
["CRISTIAN AGURTO UDC", "PABLO GONZALEZ"],
["JESSICA RODRIGUEZ", "JUAN PABLO ZOFFOLI"],
["FRANCISCA MARTINA ALUMNO PREGRADO", "ALVARO SYLLEROS"],
["JUAN DE DIOS RIVERA", "DIEGO LOPEZGARCIA"],
["INVESTIGADOR NIH", "ALEJANDRA ALVAREZ"],
["BENJAMIN BORQUEZ HODGSON PREGRADO", "JORGE RAMOS"],
["PAVEL CHIBIZOV", "VLADIMIR CHIBIZOV"],
["SEBASTIAN IGNACIO CARCAMO CHAVEZ", "JUAN J UGARTE GURRUCHAGA"],
["ALBERTO GONZALEZ", "NICOLAS SANHUEZA RODRIGUEZ ALUMNO"],
["CRISTOBAL CURKOVICH", "ALFONSO GONZALEZ"],
["HERNAN CHUAQUI", "MARIO FAVRE DOMINGUEZ"],
["RICARDO JAVIER SERPELL CARRIQUIRY", "MAURICIO LOPEZ CASANOVA"],
["FELIPE ALFREDO COURT GOLDSMITH", "WHASHINGTON NICOLAS MARTINEZ ALARCON ALUMNO POSTGRADO"],
["FERNANDO BAS", "FERNANDO BAS"],
["ALBERTO GONZALEZ", "OSCAR ORTEGA ALUMNO"],
["NIBALDO INESTROSA CANTIN", "SANTIAGO VAZQUEZ CRUZ UB"],
["BREDFORD KERR FUENTES", "ANDRES CARVAJAL R"],
["WENDY FRANCO", "WENDY FRANCO"],
["TOMAS VELASQUEZ DALBORA", "ROSARIO SANTA MARIA YUNGUE"],
["GARETH IVOR OWEN JARDINE", "SUMIE KATO FAC MEDICINA"],
["PATRICIO ARCE JOHNSON", "PENDIENTE"],
["CESAR ANTONIO SAEZ NAVARRETE", "ALBERT HERRERA ZEPPELIN"],
["GLORIA BARROS MONTENEGRO", "GLORIA MONTENEGRO RIZZARDINI"],
["SEBASTIAN NEGRETE", "CAMILA EGENAU DELLORTO"],
["PABLO EDMUNDO DANTES ORTIZ ESPINOZA ALUMNO PREGRADO", "PAULA WUTH"],
["CONSTANZA RAMIREZ MACLEAN", "GINO MARTINEZ SOTO"],
["MARIA BERNARDITA FIGUEROA", "MARIA BERNARDITA FIGUEROA"],
["ALFONSO OTERO", "RICARDO SAN MARTIN GAMBOA"],
["GLORIA MONTENEGRO RIZZARDINI", "FRANCISCO SALAS L"],
["CARLA ANDREA TOLEDO ANDRADEPREGRADO", "MARIA BERNARDITA FIGUEROA"],
["LORETO HERNANDEZ ALUMNO DOC", "MARIA ANGELICA DEL VALLE"],
["MARCELO PREITE", "MARCELO PREITE"],
["MARIA CONTRERAS ALUMNO PREGRADO", "ALBERTO GONZALEZ"],
["JORGE RAMOS", "CHRISTIAN DELLA MAGGIORA"],
["MARIA GABRIELA RAZAZI PREGRADO", "ELENA ALFARO"],
["DOMINGO MERY", "ALVARO SOTO ARRIAZA"],
["AMERICA VALESKA CHANDIA CRISTI ALUMNA", "ALEJANDRA ALVAREZ"],
["RENE ROJAS", "SEBASTIAN CORREA ALFARO DOCTORADO"],
["ALFONSO GONZALEZ", "REINALDO URIBE"],
["EVELYN ARANDA JAQUE", "MARIA SOLEDAD LANGE SMITH"],
["TOMAS VELASQUEZ DALBORA", "TOMAS ROBERTSON ALUMNO"],
["PATRICIA MACANASPIRARD", "BRUNO NERVI NATTERO"],
["FRANCO MELAZZINI INVESTIGADOR", "DIANA IVETH CAUDILLO CONTRERAS INVESTIGADOR"],
["BERNARDITA CONTRERAS PREGRADO", "ALVARO SYLLEROS"],
["SEBASTIAN NEGRETE", "BASTIAN ALEXIS BELMAR ROSALES"],
["JOSE LUIS ALMAZAN", "RAFAEL ARIZAGA ALUMNO"],
["ALEJANDRO CORVALAN RODRIGUEZ", "EUDOCIA SANTIBANEZ"],
["SEBASTIAN NEGRETE", "ALBERTO GONZALEZ RAMOS"],
["ALEJANDRA ALVAREZ", "PEDRO JARA GUAJARDO"],
["VIVIANA MONTECINOS A", "JAVIER CERDA ALUMNO DOCTORADO"],
["ALDO CIPRIANO", "MERY QUIROZ DOMINGO ARTURO"],
["NIBALDO INESTROSA CANTIN", "CLAUDIO PINTO ORTIZPOSTDOC"],
["SUSAN BUENO", "JORGE MORA ENCARGADO DE LABORATORIO"],
["ALEJANDRO GODOY", "NIBALDO INESTROSA CANTIN"],
["SARA QUIROGA", "MARCELA HENRIQUEZ"],
["ALDO CIPRIANO", "WALTER ESKUCHE"],
["ALVARO LORCA", "MATIAS NEGRETE"],
["JUAN KARICH", "BEGONA JULIA"],
["DESSIREE CIFUENTES PONCE", "ALVARO SYLLEROS"],
["GIANPIETRO RIGOTTI REIVERA", "JUAN FRANCISCO MIQUEL"],
["RAMON REBOLLEDO UFRO", "ANDREA ZAVALA"],
["JUAN DE DIOS RIVERA", "PABLO MATURANA BARAHONA"],
["JAVIERA ROMERO JIMENEZ", "ALVARO SYLLEROS"],
["SAMUEL HEVIA", "LEUNAM FERNANDEZ IZQUIERDO"],
["MACARENA SANCHEZ ALUMNO", "IVAN CARO"],
["MAURICIO ISAACS CASANOVA", "DANIELA MILLAN RETAMAL"],
["SEBASTIAN GUTIERREZ FUND CIENCIA PARA LA VIDA", "ULRICH VOLKMANN"],
["HERNAN GONZALEZ DIAZ", "HERNAN GONZALEZ DIAZ"],
["CHRISTIAN", "GONZALO JOSE RODRIGUEZ GRAU"],
["PATRICIO LILLO", "JOAQUIN SANCHEZ ORDENES ESTUDIANTE PREGRADO"],
["BEGONA TALADRIZ BENGOA", "ALVARO SYLLEROS"],
["CAMILA POLLOCK SHARMAN", "ANDRES VILLELA CHACON"],
["PAULINA MUENA MOYANO", "SEBASTIAN NEGRETE"],
["HERNAN GONZALEZ DIAZ", "ALEXIS KALERGIS PARRA"],
["GLORIA MONTENEGRO RIZZARDINI", "BETANIA BARRIENTOS SARABIA"],
["ALBERTO GONZALEZ", "MARIA ELLEZ MILLAR ALUMNO"],
["PATRICIO ARCE JOHNSON", "FERNAN FEDERICI NOE"],
["MARINA GAMBARDELLA", "MARINA GAMBARDELLA"],
["SEBASTIAN TOBAR", "DANIELA CAMPOS PREGRADO"],
["GASTON APABLAZA HIDALGO", "GUILLERMO AGUILAR MENDEZ"],
["MARIA PAZ ROJAS", "TOMAS VELASQUEZ DALBORA"],
["MARIA JOSE PAREDES MARTINEZ", "MIGUEL BRONFMAN"],
["SEBASTIAN NEGRETE", "PAULINA YOLANDA MORALES WERSIKOWSKY"],
["TOMAS VELASQUEZ DALBORA", "MARIA SOLEDAD ALBORNOZ ROJAS"],
["TOMAS PEREZ ACLE FUND CIENCIA PARA LA VIDA", "ULRICH VOLKMANN"],
["CLAUDIO TERRAZA INOSTROZA", "ALAIN TUNDIDOR"],
["SOFIA VICUNA ALUMNO", "TOMAS VELASQUEZ DALBORA"],
["FRANCISCO SUAREZ", "FRANCISCO SUAREZ"],
["FRANCISCA BRONFMAN", "SILVANA ZANLUNGO MATSUGIRO"],
["VLADIMIR CHIBIZOV", "FABIEN ROUAULT"],
["YOLANDA SANDE GUGLIELMETTI", "TOMAS VELASQUEZ DALBORA"],
["CAMILA EGENAU DELLORTO", "SEBASTIAN NEGRETE"],
["SERGIO VERA", "HECTOR JORQUERA"],
["ALDO CIPRIANO", "DIEGO GOMEZ"],
["ALEJANDRO LEOPOLDO CABRERA OYARZUN", "CAROLINA ALIAGA VIDAL USACH"],
["FRANCISCO SALINAS SANHUEZA", "LUIS FERNANDO LARRONDO CASTRO"],
["ROSARIO VALDES ALUMNO", "TOMAS VELASQUEZ DALBORA"],
["RANGANATHA SITARAM", "MOHIT RANA ACADEMICO INVESTIGADOR"],
["CLAUDIO VASQUEZ ZALDIVAR", "PEDRO"],
["FRANCISCA RODRIGUEZ ALUMNO PREGRADO", "BEGONA JULIA"],
["JUAN PABLO ZOFFOLI", "MARIA PAULINA DEL CARMEN NARANJO GATICA"],
["SERGIO RUIZ POBLETE", "SERGIO RUIZ POBLETE"],
["NICOLE TREFAULT UMAYOR", "LUZ MONICA VASQUEZ"],
["RODRIGO LABATUT ACADEMICO", "CESAR ANTONIO SAEZ NAVARRETE"],
["VALENTINA ZAPATA MEZA ALUMNO", "ALBERTO GONZALEZ"],
["ALVARO SYLLEROS", "ESTEBAN VALENZUELA ARANGUIZ ESTUDIANTE"],
["LEONARDO VEAS PEREZ", "VLADIMIR CHIBIZOV"],
["ENRIQUE BRANDAN SIQUES", "DANIEL CABRERA"],
["GONZALO IVAN RECABARREN GAJARDO", "CARLOS ENRIQUE FARDELLA"],
["CARLOS ENRIQUE FARDELLA", "ANDREA VECCHIOLA CARDENAS"],
["RENE ROJAS", "CAMILO VERDUGO LEIVA"],
["JULIAN VARAS COHEN", "SERGIO SILVA MIRANDA EXTERNO"],
["ELENA VIDAL", "RODRIGO ANTONIO GUTIERREZ ILABACA"],
["FERNANDO GONZALEZ MUNIZAGA", "FERNANDO GONZALEZ MUNIZAGA"],
["PATRICIA GARCIA MUNOZ", "CAROLINA BIZAMA SOTO"],
["ALEJANDRO DURAN VARGAS", "MARIA PILAR ANGELICA MOLINA DE LA MAZA PREGRADO"],
["MARIA BERNARDITA FIGUEROA", "JAVIERA GREZ ALUMNO PREGRADO"],
["GIANPIERO MARZIANO YURIE", "ARNOLDO RIQUELME"],
["BEGONA JULIA", "SOFIA HINOSTROZA ALUMNO PREGRADO"],
["ROSARIO SANCHEZ GREZ", "ALVARO SYLLEROS"],
["ATTILIO RIGOTTI", "DRUSO PEREZ"],
["SUMIE KATO FAC MEDICINA", "GARETH IVOR OWEN JARDINE"],
["MARIA BARRIOS AGUILO", "RICARDO SAN MARTIN GAMBOA"],
["JULIO VASQUEZ", "BERNABE SEGUNDO SANTELICES GONZALEZ"],
["MAURICIO ISAACS CASANOVA", "DOMINGO RUIZ USACH"],
["FRANCO GNECCO VALLEJO", "TOMAS VELASQUEZ DALBORA"],
["CRISTIAN SALAS SANCHEZ FAC QUIMICA", "JORGE CAMPUSANO"],
["MARLENE AYALA ZAPATA", "ROMAN TORO YANEZ"],
["ISIDORA AMENABAR PREGRADO", "IVAN CARO"],
["WHASHINGTON NICOLAS MARTINEZ ALARCON ALUMNO POSTGRADO", "FELIPE ALFREDO COURT GOLDSMITH"],
["ALEJANDRO LEOPOLDO CABRERA OYARZUN", "ROBERTO RODRIGUEZ SUAREZ"],
["JORGE BARROS BECK", "JAIME HUMBERTO ORTEGA PALMA EXTERNO"],
["MARIA PAZ OCARANZA JERALDINO", "MARIO CHIONG LAY PROFESOR UCH"],
["JUAN EDUARDO OJEDA", "MATIAS ALARCON"],
["ARIEL GUERRERO UCH", "ALEJANDRO CORVALAN RODRIGUEZ"],
["RICARDO SAN MARTIN GAMBOA", "MANFREDO FIGUEROA"],
["ARIEL BOBADILLA MORENO", "WALDO BUSTAMANTE GOMEZ"],
["RAQUEL BRIDI", "JOSE VICENTE GONZALEZ ARAMUNDIZ"],
["MARIA PIZARRO ALUMNA", "TOMAS VIVANCO"],
["CHRISTIAN DANI GUZMAN", "ANGEL ABUSLEME"],
["CHLOE CAPITAIN", "EDUARDO AGOSIN TRUMPER"],
["JAVIER PEREDA", "SEBASTIAN NEIRA ALUMNO"],
["DENIS FUENTEALBA", "LUCIANO DIBONA DOCTORADO"],
["CARMI LAHSEN RODRIGO EDUARDO", "MARIA LORETO REYES GENERAL"],
["ANDRES VILLELA CHACON", "RODRIGO GUZMAN PREGRADO"],
["JOSE CORDERO", "NELSON BARRERA"],
["NICOLE WERNER RATTO", "EDUARDO AGOSIN TRUMPER"],
["JOSE RICARDO PEREZ CORREA", "CAMILO CONCHA"],
["FELIPE VELOSO ESPINOZA", "HERNAN CHUAQUI"],
["JOSE VICENTE GONZALEZ ARAMUNDIZ", "RAQUEL BRIDI"],
["RAFAEL ARIZAGA ALUMNO", "JOSE LUIS ALMAZAN"],
["PABLO GONZALEZ MUNOZ", "ALEXIS MIKES KALERGIS PARRA"],
["SEBASTIAN NEGRETE", "NICOLAS MARDONES PEREZ"],
["LUIS ANDUEZA", "LUIS ANDUEZA"],
["PATRICIA MUNOZ", "RICARDO SAN MARTIN GAMBOA"],
["OSCAR ORTEGA ALUMNO", "ALBERTO GONZALEZ"],
["PABLO GONZALEZ", "PABLO GONZALEZ"],
["GIANFRANCO ZOFOLI ALUMNNO", "ALBERTO GONZALEZ"],
["CAMILA SCHMITH ASISTENTECONTRATO X PROYECTO", "ALEJANDRO GODOY SANCHEZ"],
["BEGONA JULIA", "BEGONA JULIA"],
["EDUARDO ANDRES ALEMPARTE BENAVENTE", "JOSE RICARDO PEREZ CORREA"],
["MAURICIO LOPEZ CASANOVA", "JOSE CARLOS REMESAR"],
["CLAUDIO AGUILAR", "RAUL VERA"],
["MONICA KATTAN ALUMNO PREGRADO", "BEGONA JULIA"],
["EDUARDO AGOSIN TRUMPER", "NICOLE WERNER RATTO"],
["BERNARDO GONZALEZ", "RODRIGO ANTONIO GUTIERREZ ILABACA"],
["DENISE MONTT", "NATALIA BROSSARD ARAVENA"],
["FRANCISCO SUAREZ", "CHRISTIAN DANI GUZMAN"],
["PATRICIO ARCE JOHNSON", "FRANKO RESTOVIC CARVAJAL"],
["MARCELO ANDRES GONZALEZ", "SUSAN TIGHE"],
["ALEJANDRO VENEGAS ESPARZA", "CLAUDIA LORETO CATRILEO QUINTEL"],
["CHRISTIAN PALAVECINO POSTDOC", "SUSAN BUENO"],
["ENRIQUE BRANDAN SIQUES", "ROBSON SANTOS UFMG"],
["SEBASTIAN NEGRETE", "ALVARO FRANCISCO DONOSO BALLART ALUMNO"],
["DOMINGO RUIZ USACH", "MAURICIO ISAACS CASANOVA"],
["ARTURO BORZUTZKY", "SERGIO VARGAS DOCTORADO"],
["PABLO PASTEN", "FELIPE TARUD"],
["MARIA LARRAIN ALUMNA", "TOMAS VIVANCO"],
["SERGIO VARGAS DOCTORADO", "ARTURO BORZUTZKY"],
["FRANCISCO SUAREZ", "MAGDALENA MENDOZA"],
["JERONIMO MAZE", "IVAN GONZALEZ PAVEZ"],
["MARIA VICTORIA VELARDE", "MAURICIO BORIC"],
["SAMANTA ZEPPELIN GALLEGOS PREGRADO AMBAS", "DOUGLAS LEONARD COVARRUBIAS"],
["RICARDO CONTESSE", "ALBERTO GONZALEZ"],
["MARTIN PUMARINO ORBETA", "ALVARO SYLLEROS"],
["CONSTANZA MONTERO ALUMNO", "ANDRES VILLELA CHACON"],
["CLAUDIA RUDLOFF ALUMNO PREGRADO", "BEGONA JULIA"],
["MAURICIO ISAACS CASANOVA", "CARMEN CASTRO ALUMNA PREGRADO"],
["ANTONIA LEHUEDE LYON ALUMNO", "TOMAS VELASQUEZ DALBORA"],
["ENRIQUE RIQUELME TERRES", "GLORIA MONTENEGRO RIZZARDINI"],
["JAVIERA MONTEALEGRE MULLER", "ALVARO SYLLEROS"],
["MARIA BERNARDITA FIGUEROA", "RODRIGO ARIAS KARADIMA"],
["GONZALO GARCIA ULL", "MAURICIO ISAACS CASANOVA"],
["COOPERATIVA AGRICOLA PISCO ELQUI LTDA", "JOSE RICARDO PEREZ CORREA"],
["ANGELICA IBANEZ LEON", "GINO MARTINEZ SOTO"],
["CARLOS ENRIQUE FARDELLA", "SANDRA SOLARI GAJARDO"],
["CAROLINA ALIAGA VIDAL USACH", "ALEJANDRO LEOPOLDO CABRERA OYARZUN"],
["TOMAS VIVANCO", "TOMAS VIVANCO"],
["LUCIA ROSSELOT VALDES", "TOMAS VELASQUEZ DALBORA"],
["SEBASTIAN TOBAR", "ISIDORA CERLIANI PREGRADO"],
["SEBASTIAN NEGRETE", "VICENTE MAFFIOLETI BUSTAMANTE"],
["TOMAS VIVANCO", "MARCELO MARCONI TORO"],
["PATRICIO LILLO", "PATRICIO LILLO"],
["MARIA BERNARDITA FIGUEROA", "CAROLA ANDREA ZUROB DRECKMANN"],
["MAGDALENA MAIZ", "ALVARO SYLLEROS"],
["JOSE RICARDO PEREZ CORREA", "MARIANNA DELGADO MAGISTER"],
["RAFAEL RODRIGUEZ", "MATIAS NEGRETE"],
["ROBSON SANTOS UFMG", "MARIA PAZ OCARANZA JERALDINO"],
["CELSO NOE QUINTERO RAMIREZ", "RENE ROJAS"],
["CARLOS OVALLE ORTEGA", "ESTEBAN PATRICIO SAEZ ROBERT"],
["IGNACIO VARGAS", "IGNACIO VARGAS"],
["TULIO CARRERRO ROA DOCTORADO", "PABLO GUINDOS"],
["ARTURO BORZUTZKY", "CAROLINA ITURRIAGA"],
["MARIA EUGENIA GIL PREGRADO", "DOUGLAS LEONARD COVARRUBIAS"],
["ALBERTO GONZALEZ", "VALENTINA MARQUEZ PREGRADO"],
["ALAIN TUNDIDOR", "ANGEL RODRIGO LEIVA CAMPUSANO"],
["CARLOS ESPINOZA", "RICARDO SAN MARTIN GAMBOA"],
["EUDOCIA SANTIBANEZ", "ALEJANDRO CORVALAN RODRIGUEZ"],
["MARIA JOSE RODRIGUEZ HERRERA", "TOMAS VELASQUEZ DALBORA"],
["RAIMUNDO GARCIA MARQUEZ", "CLAUDIA GONZALEZ"],
["ALBERTO GONZALEZ", "SOFIA MATTE ALUMNO"],
["EDUARDO OLATE MUNOZ", "MARLENE GEBAUER HERNANDEZ"],
["GINO MARTINEZ SOTO", "CAROLINA AVILES ESPINOSA ALUMNA DE PREGRADO"],
["CAROLINA PACHECO ALUMNO PREGRADO", "MARIA BERNARDITA FIGUEROA"],
["CESAR ANTONIO SAEZ NAVARRETE", "LEONARDO RODRIGUEZ CORDOVA"],
["LUCAS MOYANO ALUMNO", "ALBERTO GONZALEZ"],
["PATRICIO ARCE JOHNSON", "MARIA JOSEFINA POUPIN SWINBURN"],
["PATRICIO ARCE JOHNSON", "XIMENA ALVAREZ GERDING"],
["GARETH IVOR OWEN JARDINE", "GARETH IVOR OWEN JARDINE"],
["NATHALIE CASANOVA PREGRADO", "JERONIMO MAZE"],
["IVAN CARO", "JOSEVULETIN"],
["BEATRIZ SAMCHEZ NIETO", "ALEJANDRO LEOPOLDO CABRERA OYARZUN"],
["RAFAEL MEDINA", "VICTOR NEIRA UDECHILE"],
["ATTILIO RIGOTTI", "CATALINA URZUA EXTERNO UC"],
["PATRICIO ARCE", "FELIPE AQUEA ZEBALLOS"],
["MATIAS ROBLES ROMO", "TOMAS VELASQUEZ DALBORA"],
["RODRIGO CADIZ", "RODRIGO CADIZ"],
["ALICE MAGDALENA JALLOIS MORA", "SEBASTIAN NEGRETE"],
["CARLOS F LAGOS", "TOMAS PEREZACLE"],
["LORETO MATURANA PREGRADO", "ANDRES VILLELA CHACON"],
["CAROLINA ITURRIAGA", "ARTURO BORZUTZKY"],
["MARCELO JAVIER KOGAN UCHILE", "ALEJANDRA ALVAREZ"],
["CRISTINA FELSENHARDT ROSEN", "CRISTINA FELSENHARDT ROSEN"],
["PAOLA CASANELLO", "PAOLA CASANELLO"],
["SEBASTIAN NEGRETE", "CONSTANZA BARRERA CABRERA"],
["PATRICIO ARCE JOHNSON", "CONSULEO BRUNO"],
["EDUARDO ANDRES ALEMPARTE BENAVENTE", "EDUARDO AGOSIN TRUMPER"],
["ALVARO SYLLEROS", "ZINNIA SILVA BRAVO"],
["MAURICIO ISAACS CASANOVA", "DIEGO GUZMAN ESTUDIANTE DE DOCTORADO"],
["EMILIANA MONTES PREGRADO", "ALVARO SYLLEROS"],
["JORGE CAMPUSANO", "EDWIN PEREZ HERNANDEZ FAC QUIMICA"],
["WALDO BUSTAMANTE GOMEZ", "WALDO BUSTAMANTE GOMEZ"],
["SEBASTAN DRAGO PEREZ RESIDENTE ALUMNO DE POSTGRADO", "GINO MARTINEZ SOTO"],
["CRISTIAN TEJOS", "CRISTIAN TEJOS"],
["ALEJANDRO DURAN VARGAS", "MARIA PAZ ROJAS TRAVERSO PREGRADO"],
["JEFFREY A STANLEY U WAYNE", "RANGANATHA SITARAM"],
["GLORIA MONTENEGRO RIZZARDINI", "FERNANDO JAVIER BAS MIR"],
["CRISTIANSCHMITT RIVERA", "FABIEN ROUAULT"],
["MARIA JOSE MATURANA", "ALEJANDRO CORVALAN RODRIGUEZ"],
["LORETO CONTRERAS UNAB", "FRANCISCA BRONFMAN CACERES"],
["VLADIMIR CHIBIZOV", "LEONARDO VEAS PEREZ"],
["FELIPE AQUEA ZEBALLOS", "PATRICIO ARCE"],
["LUZ MONICA VASQUEZ", "NICOLE TREFAULT UMAYOR"],
["IGNACIA MAYORGA ALUMNO PREGRADO", "BEGONA JULIA"],
["WALDO BUSTAMANTE", "SERGIO VERA"],
["MARCELO ANDRES GONZALEZ", "LORENA BARRIENTOS"],
["ROCIO PEREIRA ALUMNO", "CHRISTIAN DANI GUZMAN"],
["ALEXIS KALERGIS PARRA", "SUSAN BUENO"],
["MARCELO TALA ESTUDIANTE", "LEONARDO VANZI"],
["JAVIERA GREZ PREGRADO", "RODRIGO RAMIREZ"],
["MAURICIO ISAACS CASANOVA", "PAULINA PAVEZ GUERRERO"],
["MARIA JOSE RETAMAL POSDOC", "ULRICH VOLKMANN"],
["GLORIA MONTENEGRO RIZZARDINI", "PATRICIA DE LOS ANGELES VELASQUEZ CONCHA"],
["FELIPE LORENZINI ALUMNO", "ALBERTO GONZALEZ"],
["MARIA VICTORIA VELARDE", "MARIA VICTORIA VELARDE"],
["EDUARDO AGOSIN TRUMPER", "PINTO CONTRERAS M"],
["MARCELO AGUILARRIVERA POSTDOC", "PABLO FUENTEALBA"],
["MARIA SOLEDAD LANGE SMITH", "MARIA SOLEDAD LANGE SMITH"],
["IVAN CARO", "ISIDORA AMENABAR PREGRADO"],
["GASTON APABLAZA HIDALGO", "GASTON APABLAZA HIDALGO"],
["MARIA LORETO BRAVO", "GARETH IVOR OWEN JARDINE"],
["CONSTANZA ISABEL UBILLA CUBILLOS PREGRADO", "SEBASTIAN TOBAR"],
["NIBALDO INESTROSA CANTIN", "ELISABET VIAYNA GAZA UB"],
["HECTOR OSORIO POSTDOC", "LUZ MONICA VASQUEZ"],
["ALVARO SYLLEROS", "MARIA JOSE SOTO WILLIAMS ESTUDIANTE"],
["ESTEFANIA MUNOZ", "HERNAN GONZALEZ DIAZ"],
["RENE ROJAS", "ALAN RAUL CABRERA CABALLERO"],
["MARCELA HENRIQUEZ", "ERIC ROJAS PROFESIONAL"],
["ALVARO SYLLEROS", "JAVIERA ROMERO JIMENEZ"],
["JUAN J UGARTE GURRUCHAGA", "JUAN J UGARTE GURRUCHAGA"],
["MARIA PAZ OCARANZA JERALDINO", "SERGIO LAVANDERO GONZALEZ"],
["ALEJANDRO DURAN VARGAS", "MARIA JESUS ALVAREZ ALUMNO"],
["WALDO BUSTAMANTE GOMEZ", "ARIEL BOBADILLA MORENO"],
["PEDRO BOUCHON", "RICARDO SAN MARTIN GAMBOA"],
["JUAN CARLOS DE LA LLERA MARTIN", "JUAN CARLOS DE LA LLERA MARTIN"],
["CAMILA ESPINOZA ALUMNO PREGRADO", "MARIA BERNARDITA FIGUEROA"],
["ALEJANDRO CORVALAN RODRIGUEZ", "MARIA JOSE MARCHANT PUCV"],
["A CUEVAS", "JUAN PABLO ZOFFOLI"],
["JUAN J UGARTE GURRUCHAGA", "MARIO A UBILLA"],
["ROMAN TORO", "MARLENE AYALA ZAPATA"],
["ALEJANDRA ALVAREZ", "INVESTIGADOR NIH"],
["KAREN FUENZALIDA MORALES", "FRANCISCA BRONFMAN CACERES"],
["ALBERTO GONZALEZ", "MARCELO MARCONI TORO"],
["RODRIGO ITURRIAGA", "RODRIGO ITURRIAGA"],
["RENE ROJAS", "DAVID RICARDO RAFAEL MORENO DA COSTA"],
["ALBERTO GONZALEZ", "PATRICIA MANNS GANTZ"],
["LEONARDO VANZI", "CARLOS GUIRAO ESO"],
["ARTURO BORZUTZKY", "SARA CONCHA ALUMNO"],
["ESTEBAN PATRICIO SAEZ ROBERT", "ESTEBAN PATRICIO SAEZ ROBERT"],
["SERGIO VARGAS SALAS", "HERNAN GONZALEZ DIAZ"],
["DANIEL ESTEBAN HURTADO SEPULVEDA", "MATIAS IGNACIO JARA TORO ESTUDIANTE DE DOCTORADO"],
["TOMAS VELASQUEZ DALBORA", "SOFIA MATTE ALLENDE ALUMNO"],
["MAURICIO ISAACS CASANOVA", "MAYRA MARINO BOHORQUEZ"],
["RICARDO MORENO MAURO", "CARLOS F LAGOS"],
["FELIPE VALENZUELA DOCTORADO", "SERGIO URIBE"],
["RANGANATHA SITARAM ACADEMICOINVESTIGADOR", "SERGIO RUIZ POBLETE"],
["JORGE CUVERTINO SANTONI", "JORGE CUVERTINO SANTONI"],
["MARCELO MARCONI TORO", "TOMAS VIVANCO"],
["FLORENCIA ORRONO MELERO PREGRADO", "DOUGLAS LEONARD COVARRUBIAS"],
["SI", "EDUARDO CUBILLOS ARTIGAS"],
["DANIEL AGUIRRE ALUMNO POSTGRADO", "ANIELA WOZNIAK BANCHERO"],
["ALBERTO GONZALEZ", "SOFIA PIZARRO PREGRADO"],
["PABLO SANHUEZA FICA", "ALVARO SYLLEROS"],
["MIGUEL HERRERA EXTERNO UC", "ALDO CIPRIANO"],
["JORGE RAMOS", "JAVIER VERA"],
["JUAN FRANCISCO MIQUEL", "FLAVIO NERVIO ODDONE"],
["ALEJANDRO DURAN VARGAS", "ANNA SOFIA DE LA MAZA MACLEAN ESTUDIANTE PREGRADO"],
["ALVARO SYLLEROS", "CONSTANZA MELLADO BORDOLI"],
["RODRIGO CULAGOVSKI RUBIO", "ALVARO SYLLEROS"],
["CAROLINA BIZAMA SOTO", "JUAN CARLOS ROA"],
["ANTONINO REINOSO BONNEFOY ALUMNO", "ALEJANDRO DURAN"],
["JORGE RAMOS", "GUILLERMO ZANARTU"],
["SEBASTIAN IGNACIO MUNOZ TAPIA PREGRADO", "ALEJANDRO DURAN VARGAS"],
["JOSEFA LOZANO", "JOSEFA LOZANO"],
["MANUELA GOMEZ PREGRADO", "ALVARO SYLLEROS"],
["GLORIA MONTENEGRO RIZZARDINI", "SOFIA ANDREA DELLA COSTANZA CROXATTO"],
["JUAN J UGARTE GURRUCHAGA", "JUAN JOSE MANUEL ACEVEDO KALLENS"],
["RODRIGO GUTIERREZ", "JOSE ANTONIO OBRIEN"],
["RAFAEL RIDDELL CARVAJAL", "JUAN J UGARTE GURRUCHAGA"],
["SERGIO URIBE", "CRISTIAN TEJOS"],
["PINTO CONTRERAS M", "EDUARDO AGOSIN TRUMPER"],
["CHRISTIAN DANI GUZMAN", "AMOKRANE BERDJA EXTERNO"],
["MARIELA ALEJANDRA ROJAS GONZALEZ", "DOUGLAS LEONARD COVARRUBIAS"],
["ALEJANDRO VENEGAS ESPARZA", "ALEJANDRO VENEGAS ESPARZA"],
["SUSAN BUENO", "CHRISTIAN PALAVECINO POSTDOC"],
["EDUARDO AGOSIN TRUMPER", "FERNANDA VALDES VINASANTARITA"],
["FEDERICO MONROY RODRIGUEZ", "NICOLAS MARDONES"],
["EUGENIO RODRIGUEZ BALBOA", "EUGENIO RODRIGUEZ BALBOA"],
["JOSE RICARDO PEREZ CORREA", "FELIPE IBANEZ VINA SANTA RITA"],
["CHRISTIAN DANI GUZMAN", "ROCIO PEREIRA ALUMNO"],
["HOSSEIN TAVAKOLI", "JERONIMO MAZE"],
["NICOLAS SANTANDER ALUMNO PHD", "DOLORES BUSSO"],
["ALVARO SYLLEROS", "MATIAS VIAL PREGRADO"],
["CARLOS FERNANDO LAGOS AREVALO", "CARLOS ENRIQUE FARDELLA"],
["MARCELA MORA HERNANDEZ", "ANDRES VILLELA CHACON"],
["FELIPE HODGSON OVALLE", "GINO MARTINEZ SOTO"],
["CAROLINA BIZAMA SOTO", "CAROLINA BIZAMA SOTO"],
["ALBERTO GONZALEZ", "IGNACIA MAYORGA PREGRADO"],
["ALVARO LEZAETA DOCTORADO AGRONOMIA", "JOSE RICARDO PEREZ CORREA"],
["CARLOS F LAGOS", "CARLOS F LAGOS"],
["RENE A MAMANI PEREZ", "JUAN CARLOS VEGA DE KUYPER"],
["ALVARO SYLLEROS", "ISIDORA MORANDE CONCHA"],
["NATALIA BROSSARD", "RODRIGO DEL RIO"],
["SEBASTIAN NEGRETE", "PATRICIA ANDREA LIMA FLORES"],
["DANIEL CABRERA POSTDOC", "ENRIQUE BRANDAN SIQUES"],
["JOSE RICARDO PEREZ CORREA", "EDUARDO ANDRES ALEMPARTE BENAVENTE"],
["JOSE RICARDO PEREZ CORREA", "EDUARDO ESTEBAN AGOSIN TRUMPER"],
["CONSUELO MORANDE RODRIGUEZ ALUMNO", "TOMAS VELASQUEZ DALBORA"],
["JEAN PAUL DE VILLERSGRANDCHAMPS ZALDIVAR ESTUDIANTE MSC", "CHRISTIAN OBERLI"],
["MARCO SAAVEDRA TESISTA", "RAFAEL MEDINA"],
["ALBERTO GONZALEZ RAMOS", "ALVARO SYLLEROS"],
["ANTONIA TOLEDO PREGRADO", "ALVARO SYLLEROS"],