-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
478 lines (428 loc) · 26 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
<!DOCTYPE html>
<html>
<title>Steven Goldenberg</title>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel='icon' href='favicon.ico' type='image/x-icon' />
<link rel="stylesheet" href="https://www.w3schools.com/w3css/4/w3.css">
<link rel='stylesheet' href='https://fonts.googleapis.com/css?family=Roboto'>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.9.0/css/all.css">
<style>
h1 {
font-size: 2.25em
}
h2 {
font-size: 1.75em
}
h3 {
font-size: 1.5em
}
h4 {
font-size: 1.25em
}
h5 {
font-size: 1em
}
h6 {
font-size: 0.75em
}
p {
font-size: 1em
}
ul {
font-size: 1em
}
html,
body,
h1,
h2,
h3,
h4,
h4,
h5 {
font-family: "Roboto", sans-serif;
}
hr {
border-top: 3px double #8c8b8b;
}
</style>
<body class="w3-light-grey">
<!-- Page Container -->
<div class="w3-content w3-margin-top" style="max-width:1400px;">
<!-- The Grid -->
<div class="w3-row-padding">
<!-- Left Column -->
<div class="w3-third">
<div class="w3-white w3-text-grey w3-card-4 w3-margin-bottom">
<div class="w3-display-container">
<img src="headshot.jpg" style="width:100%" alt="Avatar">
<div class="w3-display-bottomleft w3-container w3-text-black">
<h2 style="color:whitesmoke">Steven Goldenberg</h2>
</div>
</div>
<div class="w3-container">
<div class="w3-container" style="padding: 0%">
<div class="w3-col s2">
<p>
<i class="fas fa-briefcase fa-fw w3-margin-right w3-large w3-text-teal"></i>
</p>
</div>
<div class="w3-col s10">
<p> Postdoctoral Fellow at Jefferson Lab </p>
<p> Data Science Department </p>
</div>
</div>
<!-- <div class="w3-container" style="padding: 0%">
<div class="w3-col s2">
<p>
<i class="fas fa-building fa-fw w3-margin-right w3-large w3-text-teal"></i>
</p>
</div>
<div class="w3-col s10">
<p> McGlothlin Street Hall <br> Room 006 <br> Williamsburg, VA 23185 </p>
</div>
</div> -->
<div class="w3-container" style="padding: 0%">
<div class="w3-col s2">
<p>
<i class="fas fa-envelope fa-fw w3-margin-right w3-large w3-text-teal"></i>
</p>
</div>
<div class="w3-col s10">
<p> sgolden @ jlab.org </p>
</div>
</div>
<div class="w3-container" style="padding: 0%">
<div class="w3-col s2">
<p>
<i class="fab fa-github fa-fw w3-margin-right w3-large w3-text-teal"></i>
</p>
</div>
<div class="w3-col s10">
<p> <a class="w3-text-blue"
href="https://github.com/sgoldenCS"> sgoldenCS</a> </p>
</div>
</div>
<!-- <p><i class="fas fa-phone fa-fw w3-margin-right w3-large w3-text-teal"></i>1224435534</p> -->
<!--
<p class="w3-large"><b><i class="fas fa-asterisk fa-fw w3-margin-right w3-text-teal"></i>Skills</b></p>
<p>Adobe Photoshop</p>
<div class="w3-light-grey w3-round-xlarge w3-small">
<div class="w3-container w3-center w3-round-xlarge w3-teal" style="width:90%">90%</div>
</div>
<p>Photography</p>
<div class="w3-light-grey w3-round-xlarge w3-small">
<div class="w3-container w3-center w3-round-xlarge w3-teal" style="width:80%">
<div class="w3-center w3-text-white">80%</div>
</div>
</div>
<p>Illustrator</p>
<div class="w3-light-grey w3-round-xlarge w3-small">
<div class="w3-container w3-center w3-round-xlarge w3-teal" style="width:75%">75%</div>
</div>
<p>Media</p>
<div class="w3-light-grey w3-round-xlarge w3-small">
<div class="w3-container w3-center w3-round-xlarge w3-teal" style="width:50%">50%</div>
</div>
<br>
<p class="w3-large w3-text-theme"><b><i class="fas fa-globe fa-fw w3-margin-right w3-text-teal"></i>Languages</b></p>
<p>English</p>
<div class="w3-light-grey w3-round-xlarge">
<div class="w3-round-xlarge w3-teal" style="height:24px;width:100%"></div>
</div>
<p>Spanish</p>
<div class="w3-light-grey w3-round-xlarge">
<div class="w3-round-xlarge w3-teal" style="height:24px;width:55%"></div>
</div>
<p>German</p>
<div class="w3-light-grey w3-round-xlarge">
<div class="w3-round-xlarge w3-teal" style="height:24px;width:25%"></div>
</div> -->
</div>
</div>
<div class="w3-white w3-text-grey w3-card-4 w3-margin-bottom">
<div class="w3-container">
<h3 class="w3-text-teal"> About Me: </h3>
<p>
Steven Goldenberg joined Jefferson Lab in September 2022 as a postdoctoral fellow in the Data Science department.
His current work focuses on the development of uncertainty quantification methods for machine learning to improve accelerator operations and to predict flooding in Norfolk, Virginia.
His PhD thesis primarily explored iterative methods for the singular value decomposition and numerical linear algebra with Professor Andreas Stathopoulos at William & Mary.
Prior to graduate school, he studied music performance at the Peabody Conservatory and mathematics at Johns Hopkins University.
</p>
<p>
As a graduate student, Steven took courses focusing on Algorithms, Complexity
Theory, Numerical Analysis, Computer Architecture, Distributed Systems, and Big Data among others.
</p>
</div>
</div>
<div class="w3-white w3-text-grey w3-card-4 w3-margin-bottom">
<div class="w3-container">
<h3 class="w3-text-teal">Coding Experience:</h3>
<h5><i class="fas fa-check fa-fw w3-margin-right w3-text-teal"></i>MATLAB</h5>
<h5><i class="fas fa-check fa-fw w3-margin-right w3-text-teal"></i>C</h5>
<h5><i class="fas fa-check fa-fw w3-margin-right w3-text-teal"></i>C++</h5>
<h5><i class="fas fa-check fa-fw w3-margin-right w3-text-teal"></i>Python</h5>
<h5><i class="fas fa-check fa-fw w3-margin-right w3-text-teal"></i>Java</h5>
<h5><i class="fas fa-check fa-fw w3-margin-right w3-text-teal"></i>R</h5>
</div>
</div>
<!-- End Left Column -->
</div>
<!-- Right Column -->
<div class="w3-twothird">
<div class="w3-container w3-card w3-white w3-margin-bottom">
<h2 class="w3-text-grey w3-padding-16"><i
class="far fa-lightbulb fa-fw w3-margin-right w3-xxlarge w3-text-teal"></i> Research
</h2>
<div class="w3-container">
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b> Uncertainty Quantified Machine Learning for Street Level Flooding Predictions in Norfolk, Virginia
</b></h5>
<h5 class="w3-text-teal" style="margin: 0%"> <b>Steven Goldenberg</b>, Diana McSpadden, Binata Roy, Malachi Schram, Jonathan L. Goodall, Heather Richter </h5>
<p style="margin: 0%"> NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning </p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="https://www.climatechange.ai/papers/neurips2023/33"> https://www.climatechange.ai/papers/neurips2023/33 </a> </h5>
<hr>
</div>
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b> Distance Preserving Machine Learning for Uncertainty Aware Accelerator Capacitance Predictions
</b></h5>
<h5 class="w3-text-teal" style="margin: 0%"> <b>Steven Goldenberg</b>, Malachi Schram, Kishansingh Rajput, Thomas Britton, Chris Pappas, Dan Lu, Jared Walden, Majdi I. Radaideh, Sarah Cousineau, Sudarshan Harave </h5>
<p style="margin: 0%"> Arxiv: Submitted to Machine Learning with Applications </p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="https://doi.org/10.48550/arXiv.2307.02367"> https://doi.org/10.48550/arXiv.2307.02367 </a> </h5>
<hr>
</div>
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b> Forecasting Multi-Step-Ahead Street-Scale Nuisance Flooding Using Lstm and Seq2seq Lstm Surrogate Model for Real-Time Application: A Case Study for Norfolk, Virginia
</b></h5>
<h5 class="w3-text-teal" style="margin: 0%"> Binata Roy, Jonathan L. Goodall, Diana McSpadden, <b>Steven Goldenberg</b>, Malachi Schram </h5>
<p style="margin: 0%"> SSRN </p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="http://dx.doi.org/10.2139/ssrn.4602671"> http://dx.doi.org/10.2139/ssrn.4602671 </a> </h5>
<hr>
</div>
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b> A Comparison of Machine Learning Surrogate Models of Street-scale Flooding in Norfolk, Virginia
</b></h5>
<h5 class="w3-text-teal" style="margin: 0%"> Diana McSpadden, <b>Steven Goldenberg</b>, Binata Roy, Malachi Schram, Jonathan L. Goodall, Heather Richter </h5>
<p style="margin: 0%"> Machine Learning with Applications </p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="https://doi.org/10.1016/j.mlwa.2023.100518"> https://doi.org/10.1016/j.mlwa.2023.100518 </a> </h5>
<hr>
</div>
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b> Multi-module-based CVAE to predict HVCM faults in the SNS accelerator
</b></h5>
<h5 class="w3-text-teal" style="margin: 0%">Yasir Alanazi, Malachi Schram, Kishansingh Rajput, <b>Steven Goldenberg</b>,
Lasitha Vidyaratne, Chris Pappas, Majdi I. Radaideh, Dan Lu, Pradeep Ramuhalli, Sarah Cousineau</h5>
<p style="margin: 0%"> Machine Learning with Applications </p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="https://doi.org/10.1016/j.mlwa.2023.100484"> https://doi.org/10.1016/j.mlwa.2023.100484 </a> </h5>
<hr>
</div>
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b>A Golub--Kahan Davidson Method for
Accurately Computing a Few Singular Triplets of Large Sparse Matrices</b></h4>
<h5 class="w3-text-teal" style="margin: 0%"><b>Steven Goldenberg</b>, Andreas Stathopoulos, Eloy Romero</h5>
<p style="margin: 0%"> SIAM Journal on Scientific Computing</p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="https://doi.org/10.1137/18M1222004"> https://doi.org/10.1137/18M1222004 </a> </h5>
<hr>
</div>
<div class="w3-container">
<h5 class="w3-opacity" style="margin: 0%"><b> Correlations between Panoramic Imagery and Gamma-Ray Background in an Urban Area
</b></h5>
<h5 class="w3-text-teal" style="margin: 0%"> Mark S. Bandstra, Brian J. Quiter, Marco Salathe, Kyle J. Bilton, Joseph C. Curtis, <b>Steven Goldenberg</b>, Tenzing H.Y. Joshi</h5>
<p style="margin: 0%"> IEEE Transactions on Nuclear Science (TNS)</p>
<h5 style="margin-top: 0%"><a class="w3-text-blue" href="https://doi.org/10.1109/TNS.2021.3128472"> https://doi.org/10.1109/TNS.2021.3128472 </a> </h5>
</div>
<!--
<div class="w3-col w3-center s2">
<div class="w3-container w3-margin-bottom">
<a href="https://doi.org/10.1137/18M1222004"><i
class="fas fa-external-link-alt fa-fw w3-margin-left w3-xlarge w3-text-blue"></i></a>
</div>
<div class="w3-container">
<a href="https://github.com/sgoldenCS/GKD"><i
class="fas fa-code fa-fw w3-margin-left w3-xlarge w3-text-blue"></i></a>
</div>
</div>
-->
</div>
</div>
<div class="w3-container w3-card w3-white w3-margin-bottom">
<h2 class="w3-text-grey w3-padding-16"><i
class="fas fa-file-code fa-fw w3-margin-right w3-xxlarge w3-text-teal"></i>Software</h2>
<div class="w3-container">
<div class="w3-container">
<h4 class="w3-opacity" style="margin-top: 0%"><b>GKD:</b> <a class="w3-text-blue" href="https://github.com/sgoldenCS/GKD"> SVD Code</a> </h4>
</div>
</div>
</div>
<div class="w3-container w3-card w3-white w3-margin-bottom">
<h2 class="w3-text-grey w3-padding-16"><i
class="fas fa-suitcase fa-fw w3-margin-right w3-xxlarge w3-text-teal"></i>Work Experience
</h2>
<div class="w3-container">
<h4 class="w3-opacity"><b>Postdoctoral Fellow</b></h4>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>Sep 2022 - <span
class="w3-tag w3-teal w3-round">Current</span></h5>
<p>Working at Jefferson Lab with the Data Science Department</p>
<ul>
<li>Researching Uncertainty Quantified Machine Learning for Accelerator Systems and Flood Forecasting</li>
</ul>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Research Assistant</b></h4>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>Aug 2017 - <span
class="w3-tag w3-teal w3-round">Current</span></h5>
<p>Worked with Professor Andreas Stathopoulos on new iterative SVD algorithms</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Teaching Fellow</b></h4>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>Jan 2020 - May
2020
</h5>
<p>Taught CSCI 141 -- Computational Problem Solving at William & Mary</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Intern</b></h4>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>Jun 2018 - Aug
2018
</h5>
<p>Worked at Lawrence Berkeley National Lab with the Scientific Data Management Group</p>
<ul>
<li> Collaborated with <a class="w3-text-blue" href="https://anp.lbl.gov/mark-bandstra/">
Mark Bandstra</a> on panoramic image segmentation </li>
<li> <b> "Correlations between Panoramic Imagery and Gamma-Ray Background in an Urban
Area"</b> accepted for oral presentation at <a class="w3-text-blue"
href="https://nssmic.ieee.org/2019/"> 2019 IEEE NSS-MIC</a>
</li>
</ul>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Technical Support</b></h4>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>May 2016 - Dec
2017
</h5>
<p>Working for the Computer Science Department at William & Mary</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Graduate Assistant</b></h4>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>Aug 2015 - May
2016
</h5>
<p>Grading for CSCI 303 -- Algorithms at William & Mary</p>
<br>
</div>
</div>
<div class="w3-container w3-card w3-white w3-margin-bottom">
<h2 class="w3-text-grey w3-padding-16"><i
class="fas fa-university fa-fw w3-margin-right w3-xxlarge w3-text-teal"></i>Education</h2>
<div class="w3-container">
<h4 class="w3-opacity"><b>Doctor of Philosophy: Computer Science</b></h4>
<h5> <b> William & Mary -- Williamsburg, VA </b></h5>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>2015 - <span
class="w3-tag w3-teal w3-round">Current</span></h5>
<p>
<ul>
<li>Worked with <a class="w3-text-blue" href="http://www.cs.wm.edu/~andreas/"> Andreas
Stathopoulos </a> </li>
<li>Winner of the <a class="w3-text-blue"
href="http://grandmaster.colorado.edu/copper/2019/student.html#past">
2018 Copper Mountain Student Paper Competition </a> <a href="./CM2018.pdf"
class="w3-text-blue w3-margin-left"> <i class="far fa-file-pdf fa-fw>"></i> </a>
</li>
<li>Presented or will present work at the following conferences:
<ul>
<li> Copper Mountain Conference on Iterative Methods (Mar. 2018) </li>
<li> SIAM Annual Meeting (July 2018)</li>
<li> SIAM Parallel Processing (Feb. 2020)</li>
<li> SIAM Applied Linear Algebra (May 2021)
</li>
</ul>
</li>
</ul>
</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Master of Science: Computer Science</b></h4>
<h5><b> William & Mary -- Williamsburg, VA </b></h5>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>2015 - 2017</h5>
<p>
<ul>
<li><a class="w3-text-blue"
href="https://www.wm.edu/as/graduate/studentresources/honors-awards/zable/index.php">
Zable Fellow </a> </li>
<li>4.0 GPA</li>
<li>Coursework focused on Algorithms, Complexity Theory, and Numerical Analysis</li>
</ul>
</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Non-Degree: Computer Science</b></h4>
<h5><b> George Mason University -- Fairfax, VA </b></h5>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>2014 - 2015</h5>
<p>
<ul>
<li>4.0 GPA</li>
<li>Coursework in Databases, Distributed Computing and Computer Organization </li>
</ul>
</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Bachelor of Arts: Mathematics</b></h4>
<h5><b> Johns Hopkins University -- Baltimore, MD </b></h5>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>2010 - 2014</h5>
<p>
<ul>
<li>Graduated with General Honors from the Double Degree Program with the Peabody
Institute </li>
<li>3.79 Combined GPA</li>
<li>Dean's List</li>
</ul>
</p>
<hr>
</div>
<div class="w3-container">
<h4 class="w3-opacity"><b>Bachelor of Music: Viola Performance</b></h4>
<h5><b> The Peabody Institute -- Baltimore, MD </b></h5>
<h5 class="w3-text-teal"><i class="fas fa-calendar fa-fw w3-margin-right"></i>2010 - 2014</h5>
<p>
<ul>
<li>Recipient of the Azalia H. Thomas Award for Excellence in Music Theory</li>
<li>Performed as Principal Violist in numerous ensembles including:</li>
<ul>
<li> Peabody Concert Orchestra</li>
<li> Peabody Conductors Orchestra</li>
<li> <a class="w3-text-blue" href="https://www.occasionalsymphony.org/">
The Occasional Symphony </a></li>
</ul>
</ul>
</p>
<br>
</div>
</div>
<!-- End Right Column -->
</div>
<!-- End Grid -->
</div>
<!-- End Page Container -->
</div>
<footer class="w3-container w3-teal w3-center w3-margin-top">
<!--
<p>Find me on social media.</p>
<i class="fab fa-facebook-official w3-hover-opacity"></i>
<i class="fab fa-instagram w3-hover-opacity"></i>
<i class="fab fa-snapchat w3-hover-opacity"></i>
<i class="fab fa-pinterest-p w3-hover-opacity"></i>
<i class="fab fa-twitter w3-hover-opacity"></i>
<i class="fab fa-linkedin w3-hover-opacity"></i>
-->
<p>Powered by <a href="https://www.w3schools.com/w3css/default.asp" target="_blank">w3.css</a></p>
</footer>
</body>
</html>