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surrogates are iteratively built during the search process and with intelligent algorithms that effectively utilize computing distributed over parallel processors. The optimization and uncertainty quantification effort is used to improve model forecasts, to evaluate monitoring schemes and to have a tool for comparing alternative management practices. The objective functions can include partial differential equations or other computationally expensive models taking minutes or hours for each objective evaluation. Algorithms that are efficient because they require relatively few simulations are essential for doing calibration and uncertainty analysis on computationally expensive engineering simulation models.
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205:, Ithaca, NY, USA. She was promoted to full Professor in 1985. From 1985 to 1988, Professor Shoemaker was the Chair of the Department of Environmental Engineering at Cornell University. In 2002 Prof. Shoemaker was appointed the Joseph P. Ripley Professor of Engineering at Cornell University, USA. In 2015, Prof. Shoemaker became Distinguished Professor at
416:“For contributions to engineering education, research, and inspirational leadership including becoming in 1985 one of the very first women engineering Department Chairs in a U.S. university and founding and leading a 10-year international UNEP/SCOPE project on groundwater contamination in developing countries.
619:(This patent generates royalties and is based on paper in prestigious computer architecture conference: Petrica, P., A. Izaelevitz, D.H. Albonesi, C.A. Shoemaker, “FLICKER A Dynamically Adaptive Architecture for Power Limited Multicore Systems”, ISCA’13 (40th Intern. Symp. On Computer Architecture), 2013) (
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Her algorithms address local and global continuous and integer optimization, stochastic optimal control, and uncertainty quantification problems. In her recent research algorithms, efficiency is improved with the use of surrogate response surfaces (usually with radial basis function (RBF)). The
364:
Shoemaker's group at NUS has recently developed a collection of algorithms (GOA-RBF) that includes single, many, and multiple objective codes for continuous and integer variables, and single objective parallel algorithms, all of which are designed for computationally expensive multimodal,
209:, in both Industrial Systems Engineering and Management Department and Civil and Environmental Engineering Department. While in Singapore she has worked with Singapore water agency to apply her global optimization algorithms to improve the selection of parameters for computationally expensive
325:
and statistical analyses. Her application areas include lake PDE model parameter calibration, physical and biological groundwater remediation, carbon sequestration, ecological analysis, and calibration of global climate and watershed models. This effort includes development of numerically
472:
For her pioneering contributions in research and graduate education in the area of water quality management, including modeling and optimization algorithm development for pesticide control and for physical and biological methods of groundwater remediation.”
498:
The
Humboldt prize is awarded to Prof. Christine Shoemaker because of her years of research and leadership in the area of quantitative analysis of environmental problems and for her development of computationally efficient methods for analyzing these
615:
2. Multi-Core
Computer Processor Based on a Dynamic Core-Level Power Management for Enhanced Overall Power Efficiency, P. Patrica, A.M. Izraelevitz, D.H. Albonesi, and C.A. Shoemaker, U.S. Patent 10,088,891, issued 10/2/18.
892:
580:"she has established herself as a competent and committed teacher, as an outstanding and productive researcher, as a successful administrator, and as a champion and role model for women in the field of engineering
897:
902:
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efficient nonlinear optimization algorithms utilizing high-performance computing (including asynchronous parallelism) and applications to data on complex, nonlinear environmental systems.
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for her technical achievements, ASCE leadership, and commitment to mentoring women pursuing engineering careers that mirror the ideals the award’s namesake championed throughout her life”
400:
For her research on modeling and algorithms for identifying cost-effective, robust solutions for environmental engineering problems and for her professional and educational leadership”
201:
in
Dynamic Programming. Upon her graduation, she joined the School of Civil and Environmental Engineering and later the School of Operations Research and Information Engineering at
451:, Less than 0.15%/year of the members of INFORMS are elected fellows. INFORMS is the primary professional organization for the field of Operations Research.
445:
501:(This was only Humboldt Research Prize given in Civil Engineering or Operations Research in 2001.) Prize is about one year’s salary to do research in Germany.
686:
Eriksson, David; Bindel, David; Shoemaker, Christine A. (2019-07-30). "pySOT and POAP: An event-driven asynchronous framework for surrogate optimization".
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Prof. Shoemaker's research focuses on finding cost-effective, robust solutions for engineering problems by using computational mathematics for
608:
1."Weighted
Nonlinear Feedback for Optimal Control under Uncertainty with Application to Groundwater Remediation," by Whiffen and Shoemaker (
408:
213:
models for lake hydrodynamics and complex multi-species water quality elements. These results used her group's new parallel algorithms.
333:
At
Cornell she was Principal Investigator on a CISE-NSF grant with David Bindel and PhD student David Eriksson. With this grant they built
189:
joined the
Department of Industrial Systems Engineering & Management and the Department of Civil and Environmental Engineering as
520:“for her leadership and research in ecosystems management, water resources systems analysis, and groundwater modeling and protection”
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American
Society of Civil Engineers (highest award given by the Water Resources Planning and Management Division in ASCE)
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414:(one award per year over 5 major Engineering Societies in US (Civil, Electrical, Mechanical, Chemical, Industrial))
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For development of decision-making optimization algorithms for environmental and water resources problems.
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Distinguished
Professor on 31 August 2015. Prof Shoemaker obtained her Ph.D. in mathematics from the
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Petrica, Paula; Izraelevitz, Adam M.; Albonesi, David H.; Shoemaker, Christine A. (2013-06-23).
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has tools to construct a new surrogate algorithm or to modify previous algorithms. Both RBF (
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425:, American Society of Civil Engineering, Environmental and Water Resources Institute, 2015
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745:"Nonlinear weighted feedback control of groundwater remediation under uncertainty"
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842:: Python Surrogate Optimization Toolbox published by Dr. Eriksson and Dr. Bindel
52:. Contentious material about living persons that is unsourced or poorly sourced
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Proceedings of the 40th Annual
International Symposium on Computer Architecture
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Fellows of the
Institute for Operations Research and the Management Sciences
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744:
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Siam is the primary professional society for Applied Mathematics. 2014.
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Specialty: Nonlinear Optimal Control with application to Environment
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566:, ASCE Environmental and Water Resources Institute,” May 2012.
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Fellows of the Society for Industrial and Applied Mathematics
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Members of the United States National Academy of Engineering
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Global Optimization Algorithms with RBF Surrogates (GOA-RBF)
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This patent has been sold to industry by Cornell University
353:) surrogates can be used in algorithm construction.
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Cornell University & National University of Singapore
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Institute for Operations Research and Management Science
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Optimization Algorithms & Environmental Protection
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Whiffen, Gregory J.; Shoemaker, Christine A. (1993).
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Global Optimization Algorithms with RBF Surrogates (
578:(SWE). This is a national award given because
179:
https://sites.google.com/site/shoemakernusgroup/home
337:(a toolbox for surrogate global optimization) and
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480:, an endowed (distinguished) Chair awarded by
434:Society for Industrial and Applied Mathematics
373:National & International Honors And Awards
707:Zhou, X. & Shoemaker, C.A. (2022-06-24),
586: (Only one award given per year in US.)
409:American Association of Engineering Societies
728:: CS1 maint: multiple names: authors list (
283:, Germany studying mathematics (in German)
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888:Fellows of the American Geophysical Union
691:
478:Joseph P. Ripley Professor of Engineering
341:(for asynchronous parallelism). So
120:Learn how and when to remove this message
878:University of Southern California alumni
790:. Tel-Aviv Israel: ACM. pp. 13–23.
663:
357:has had over 230,000 downloads on
530:, American Society of Civil Engineers,
883:University of California, Davis alumni
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849:) published by Prof. Shoemaker's group
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555:American Society of Civil Engineers
394:American Society of Civil Engineers
13:
571:Distinguished Educator Award, 1991
563:“Pioneers in Groundwater” Lecturer
273:1962-66 B.S. (Mathematics),
14:
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392:Distinguished (Honorary) Member,
288:University of Southern California
195:University of Southern California
522:(Only one award given per year.)
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207:National University of Singapore
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868:21st-century American engineers
382:National Academy of Engineering
16:American environmental engineer
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664:Eriksson, David (2022-06-13),
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398:2006 (Highest Award of ASCE) “
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599:, Cambridge, England, in 1990
527:Margaret Peterson Award, 2014
496:in Germany, 2001. Citation: “
402:She is also a fellow of ASCE.
211:partial differential equation
50:secondary or tertiary sources
407:National Engineering Award,
216:
56:, especially if potentially
34:biography of a living person
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286:1971 Ph.D. in mathematics,
54:must be removed immediately
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919:
873:Cornell University faculty
576:Society of Women Engineers
494:A. von Humboldt Foundation
462:American Geophysical Union
423:Lifetime Achievement Award
279:1965-66 Enrolled at
234:This biographical section
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292:Ph.D. Thesis Supervisor:
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833:publications indexed by
749:Water Resources Research
641:"Christine A. Shoemaker"
275:University of California
796:10.1145/2485922.2485924
597:University of Cambridge
489:Humboldt Research Prize
154:Distinguished Professor
187:Christine A. Shoemaker
136:Christine A. Shoemaker
48:Please help by adding
347:radial basis function
299:Ph.D. Minor Advisor:
281:Universität Göttingen
247:by revising it to be
69:"Christine Shoemaker"
538:(one award per year)
831:Christine Shoemaker
761:1993WRR....29.3277W
37:relies too much on
645:scholar.google.com
506:Julian Hinds Award
482:Cornell University
203:Cornell University
805:978-1-4503-2079-5
769:10.1029/93WR00928
595:" of Clare Hall,
313:Research Interest
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667:dme65/pySOT
612:5,468,088)
610:U.S. Patent
592:Life Member
369:functions.
303:(Economics)
261:August 2022
236:is written
110:August 2022
60:or harmful.
857:Categories
716:2022-06-24
693:1908.00420
673:2022-06-24
650:2022-06-24
627:References
349:) and GP (
151:Occupation
80:newspapers
39:references
784:"Flicker"
589:Elected "
574:from the
517:Citation:
470:: “
448:(INFORMS)
367:black box
217:Education
814:18231810
724:citation
532:Citation
484:in 2002.
468:Citation
460:Fellow,
444:Fellow,
432:Fellow,
58:libelous
847:GOA-RBF
757:Bibcode
249:neutral
243:Please
175:Website
94:scholar
812:
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543:Fellow
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436:(SIAM)
96:
89:
82:
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840:pySOT
810:S2CID
688:arXiv
492:from
355:pySOT
343:pySOT
335:pySOT
101:JSTOR
87:books
32:This
800:ISBN
730:link
549:1996
512:1999
473:2003
455:2004
411:2014
384:2012
359:PyPI
339:POAP
251:and
73:news
792:doi
765:doi
534:: “
191:NUS
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Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.
