Towards Scientific AI for the simulation and optimization of complex systems

Pestourie
DATE/TIME:
MON, 04/15/2024 - 3:00PM TO 4:00PM
LOCATION:
3106 ETCHEVERRY HALL
SPEAKER:
Raphael Pestourie
Professor, Georgia Tech, School of Computational Science and Engineering

Abstract:

Complex systems are hard to simulate and even more difficult to optimize. In this talk, I will showcase how surrogate models accelerate the evaluation of properties of solutions to partial differential equations. I will present a precise definition of the computational benefit of surrogate models and example surrogate models. We will then show how surrogate models can be combined to solve a challenging multiscale problem in optics. We will show that, through a synergistic combination of data-driven methods and direct numerical simulations, surrogate-based models present a data-efficient and physics-enhanced approach to simulating and optimizing complex systems. This approach has the benefit of being interpretable. I will also share ways forward and opportunities for synergistical collaborations.

Bio:

Pestourie is an assistant professor at Georgia Tech in the School of Computational Science and Engineering. He earned his PhD in applied mathematics from Harvard University and pursued his postdoctoral studies in the mathematics department at MIT. His research is dedicated to developing computational methodologies that leverage both data and scientific knowledge to systematically find solutions to engineering problems.

Emission Tomography: From Grayscale to Colorful Images One More Time

Meng
DATE/TIME:
MON, 04/08/2024 - 3:00PM TO 4:00PM
LOCATION:
3106 ETCHEVERRY HALL
SPEAKER:

Ling-Jian Meng, Ph.D
Professor
Department of Nuclear, Plasma, and Radiological Engineering,
Department of Bioengineering, and
Beckman Institute of Advanced Science and Technology,
The University of Illinois at Urbana-Champaign
ljmeng@illinois.edu

Abstract:

Nuclear Medicine is a critical element of modern medicine and healthcare practice, in which we use imaging instrumentation and radiopharmaceuticals to study physiological processes, and non-invasively diagnose, stage, and treat diseases. While typical diagnostic nuclear medicine modalities, such as positron emission tomography (PET) and single photon emission computed tomography (SPECT), could offer a tremendous sensitivity for detecting molecular changes in deep tissue at physiologically relevant concentrations, their imaging capabilities are confined by the tracer principle, and the mechanically and/or electronically modulated image formation process, and the limitations in the modern detector technologies. Considering that the basic idea of nuclear medicine was first introduced about 100 years ago, it is probably the right time to ask where nuclear medicine would go from here?

In this presentation, we will briefly discuss the current trends in nuclear medicine, such as recent advances in diagnostic imaging instrumentation and emerging radiopharmaceutical therapy (RPT). I will follow up to introduce a cluster of R&D efforts at the University of Illinois, ranging from the development of instrumentation for hyperspectral single photon imaging (HSPI) that could potentially transform diagnostic nuclear medicine from monochromatic to multi-color/multi-functional molecular imaging modalities, the development of ultra-low-dose molecular imaging capability based on spectral-temporal-double-coincidence (STDC) techniques, the application of these techniques for developing alpha-particle radiopharmaceutical therapy (α-RPT), to our recent exploration towards X-ray fluorecesnce emission tomography (XFET) of non-radioactive trace metal deep tissue. Through these projects, we have assembled a coherent taskforce aiming to extend the horizon of nuclear medicine and explore the natural interface between diagnostic nuclear medicine and therapeutic intervention for battling cancer, cardiovascular diseases, and neurodegenerative disorders.

Bio:

Dr. Meng obtained his Ph.D. degree from the Department of Physics and Astronomy at the University of Southampton, UK, in 2002. From 2002 to 2006, he has been working in the Department of Radiology and the Department of Nuclear Engineering and Radiological Sciences at the University of Michigan, Ann Arbor, as a Postdoc Fellow and then an Assistant Research Professor. Dr. Meng joined the University of Illinois at Urbana-Champaign (UIUC) in 2006 and is currently a Professor in the Department of Nuclear, Plasma, and Radiological Engineering, the Department of Bioengineering, and an affiliated member of the Beckman Institute of Advanced Science and Technology. Dr. Meng is also a Visiting Associate Professor at the Massachusetts General Hospital (MGH), an Associate Editor for leading research journals, such as the IEEE Transaction on Medical Imaging (TMI) and Medical Physics, and a former charter member of the NIH Imaging Technology Development (ITD) study session. Dr. Meng’s research is primarily focused on the development of nuclear imaging techniques for biomedical research through numerous NIH-funded projects. His work has also been supported by DOE, NASA, and NRC for developing advanced radiation detectors and imaging systems for astrophysics, environmental, and security applications.

High-field HTS stellarators with liquid metal walls

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SPEAKER:

Francesco Volpe

Founder, CEO, CTO Renaissance Fusion
DATE/TIME:
MON, 04/01/2024 - 3:00PM TO 4:00PM
LOCATION:
3106 ETCHEVERRY HALL

Abstract:

French- and Swiss-based startup Renaissance Fusion strives to build a commercial nuclear fusion reactor by reinventing and synergistically combining three main technologies. The first one is the stellarator: more stable and steady state than a tokamak, but historically complicated to build. Renaissance dramatically simplifies its “coil winding surface”. The second technology is High Temperature Superconductors (HTS) generating strong magnetic fields that miniaturize the magnetic fusion device. HTS are scarce and expensive, typically produced in tapes, then stacked into cables and finally wound as 3D stellarator coils. Instead, Renaissance directly deposits HTS on piecewise cylindrical vacuum vessels or other large surfaces. Subsequent laser-engraving imposes specific current patterns, which generate specific 3D magnetic fields. This has several non-fusion applications: from magnet undulators for synchrotrons, to magnets for gyrotrons and magnetic resonance imaging, to energy storage. The third technology consists of liquid metal walls coating the inside of the fusion device and directly facing the plasma. Such walls, based on Li-LiH and 35 cm thick, will shield structural materials and delicate HTS from fusion neutrons, and will breed tritium. In addition, they will flow, to extract heat. Experimental results will be presented for a free-surface flow of GaInSn adhering to the interior of a cylindrical chamber by means of electromagnetic and centrifugal forces, without plasmas. Rescaled for density, the experiment was equivalent to levitating a 120 cm thick layer of Li-LiH. Next steps will be discussed, together with plans for their integration with the HTS technology and, ultimately, the construction of a net-heat, >1 stellarator and stellarator power-plant. Optimization results will be presented in the areas of plasma equilibrium, coil forces, economic power-plant sizing and neutron shielding. A remarkably simple Tritium extraction technique will be presented. Research needs, job openings and areas of possible collaboration will also be discussed.

Bio:

Francesco Volpe is a fusion plasma physicist turned entrepreneur. He studied and conducted his research in Italy (Laurea 1998), Germany (PhD 2003), the UK and USA (post-docs ended in 2008). From 2009 to 2019 he held faculty appointments at the University of Wisconsin, Madison, and at Columbia University, in New York. Francesco conducted research on all four major magnetic confinement fusion concepts (tokamaks, spherical tokamaks, stellarators and reversed field pinches), making contributions to the physics of Electron Bernstein Waves, avoidance of tokamak disruptions, simplification of stellarators and control of liquid metal walls. He received the 2003 Otto Hahn Medal (thesis prize of the Max Planck Society), the 2011 DOE Early Career Award and the 2015 Excellence in Fusion Engineering Award by Fusion Power Associates. In 2019 he earned an Executive MBA at ESCP Europe and in 2020 he founded one of the first stellarator start-ups in the world: Renaissance Fusion.

UC Berkeley Awarded DOE Grant for Radioactive Waste Management

UC Berkeley Awarded DOE Grant for Radioactive Waste Management 

March 27, 2024

NELogo (1)

In partnership with Florida International University, UC Berkeley has been awarded a grant totaling $3,599,445 to provide for a center of excellence for research and training in radioactive waste management. This grant comes as part of the DOE's Minority Serving Institutions Partnership Program (MSIPP). A total of seven minority serving institutions are to be awarded an estimated total of $24,761,831 in MSIPP grants for the three-year period from April 1, 2024, to March 31, 2027.

Read the DOE press release.

Eos Neutrino Detector Tests Begin

Eos Neutrino Detector Tests Begin

March 22, 2024

Photo Credit to Thor Swift/Berkeley Lab.

Photomultiplier tubes, used to detect faint sources of light, mounted inside the steel tank of the Eos detector.
Photo Credit to Thor Swift/Berkeley Lab. Photomultiplier tubes, used to detect faint sources of light, mounted inside the steel tank of the Eos detector.

Tests have now begun on Eos, a new type of neutrino detector at UC Berkeley, for nonproliferation and physics research. The effort is led by physics faculty Gabriel Orebi Gann and takes place in the former nuclear reactor site operated by UCBNE.

Read more about the design of Eos and its research aims in Berkeley News.

eVinci Technology and the Potential of Microreactors

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SPEAKER:

Zach McDaniel

Director, Partnerships and Grants
DATE/TIME:
MON, 03/18/2024 - 3:00PM TO 4:00PM
LOCATION:
3106 ETCHEVERRY HALL

Abstract:

Westinghouse is developing the eVinci™ microreactor to revolutionize how cost-competitive, carbon-free energy is delivered. The eVinci microreactor is a 15MW thermal heat pipe reactor capable of generating 5MW of electricity and is designed to run for approximately eight full power years before refueling. This transportable technology simplifies the traditional reactor design and facilitates greatly reduced construction and deployment timelines. This novel technology opens many new global markets to the highly desirable benefits of safe, clean, and reliable energy through nuclear power.

Bio:

Zach McDaniel is the Director for Partnerships and Grants at Westinghouse Electric Company where he works to engage key program stakeholders and partners to expedite product finalization and market entry for the eVinci Microreactor. Zach has held multiple leadership roles at Westinghouse since 2006 including Director of Innovation (Nuclear Technology and Advanced Fuels), Accident Tolerant Fuels Technology Manager, Digital Transformation Portfolio Manager, PWR Fuel Engineering Methods and Innovation Manager, Business Development, and Product Management. He recently worked in collaboration with the US national laboratories and academia through participation on the Department of Energy Consortium for Advanced Simulation Of Light Water Reactors (CASL) Program to advance modelling and simulation tools for industry application, completed a term as on the Executive Committee of the American Nuclear Society Reactor Physics Division, serves on the Purdue University College of Engineering Ethics Advisory Council, and was the sponsor manager working with ENUSA for nuclear energy technology developments. Prior to his positions at Westinghouse, he worked for Bettis Atomic Power Laboratory providing support for the US Naval Fleet. Zach holds a bachelor’s degree in Nuclear Engineering from Purdue University and an Executive MBA from the University of Pittsburgh.

Rebecca Abergel Awarded 2024 Bakar Prize

Rebecca Abergel Awarded 2024 Bakar Prize

March 13, 2024

Engineering faculty and staff headshots at UC Berkeley in Berkeley, Calif. on Tuesday, Feb. 6, 2024. (Photo by Adam Lau/Berkeley Engineering)

Professor Rebecca Abergel has been named one of five UC Berkeley faculty members awarded the 2024 Bakar Prize. The Bakar Prize is designed to give a boost to campus innovators as they translate their discoveries into real-world solutions. The prize is given annually to former Bakar Fellows and provides additional resources to ensure a successful transition of their technology from academic research to industry applications.

Rebecca Abergel, was awarded for the project: Extending indications for heavy metal decorporation products.

"Toxic heavy metals, such as lead, are ubiquitous in our environment, yet there currently is no viable option for removing them from the body when inadvertently consumed. The only practical therapy is treatment with chelating agents that form excretable complexes. Abergel's team is trying to broadly extend the applicability of current drug treatment products to a wide range of heavy metal toxicities and everyday-life contamination scenarios, including chronic exposure of children. She plans to conduct experimental decontamination studies that will validate and translate these initial chelating drugs into treatments that are accessible and affordable to patients all over the world. She specifically hopes to develop treatment regimens appropriate for pediatric populations and for the removal of internalized heavy metals resulting from chronic exposure."

Read more about the Bakar prize and its 2024 winners.

Chasing the Light: What More We Can Learn from the X-ray and Tissue Interactions

Dr.Ke.Sheng
SPEAKER:

Dr. Ke Sheng

Professor and Vice Chair of Medical Physics
Department of Radiation Oncology
DATE/TIME:
MON, 03/11/2024 - 3:00PM TO 4:00PM
LOCATION:
3106 ETCHEVERRY HALL

Abstract:

Traditional medical physics research focuses on the energy deposition of MV X-rays for radiotherapy and attenuation for kV X-ray imaging. Nevertheless, the secondary particles of X-ray tissue interaction carry rich information that should be integrated and utilized. The presentation will discuss the technology, clinical applications, and future developments of two unique and new modalities using these secondary particles.

Bio:

Dr. Ke Sheng graduated from the University of Science and Technology of China with B.S. and M.S. before obtaining his Ph.D. in Medical Physics from the University of Wisconsin, Madison, in 2004. He was then an Assistant and Associate Professor at the University of Virginia. In 2011, Dr. Sheng moved to the University of California, Los Angeles, where he was promoted to Full Professor with Tenure and Director of Physics Research. In 2022, he joined UCSF Radiation Oncology as the Vice Chair of Medical Physics. He has broad research interests in radiotherapy and medical imaging, including treatment planning, optimization, image reconstruction, processing, machine learning, robotics and radiobiology. He was elected Fellow of AAPM in 2016. His research has been supported by NIH, DOE, DOD, and industrial partners. He has published over 180 peer-reviewed papers and mentored over 20 Ph.D. students.

UCBNE at TMS 2024 Conference

UCBNE at TMS 2024

March 8, 2024

The UC Berkeley Nuclear Engineering team had a strong showing at the annual Minerals, Metals, and Materials Society (TMS) conference. Chris Reis, Ryan Hayes, Malachi Nelson, Darrin Parkinson, Kavin Ram, and Professor Peter Hosemann presented several talks and posters at the 2024 meeting in Orlando, Florida.

Advanced Reactors Overview at the Idaho National Laboratory

Youssef Ballout Bio INL
SPEAKER:

Youssef A. Ballout

Division Director, Reactor Systems Design & Analysis

DATE/TIME:
MON, 03/04/2024 - 3:00PM TO 4:00PM
LOCATION:
3106 ETCHEVERRY HALL

Abstract:

Dr. Youssef Ballout will discuss the historical evolution of reactor technology at the Idaho National Laboratory (INL).  Dr. Ballout will also discuss the three microreactors under construction at INL.  These microreactors are leading the path forward for allowing the advanced nuclear industry to bring the nuclear reactor technology necessary to fight climate change with energy produced with zero carbon emission.  The construction of these reactors will also open the way for the supply chain industry needed by the reactor start up industry.

Bio:

Dr. Youssef Ballout is the Director of Idaho National Laboratory’s (INL’s) Reactor Systems Design & Analysis division. He joined INL in December 2018 as the manager of the Fuel Design and Development Department. Prior to INL, he was the President of Elysium Industries Limited where he was engaged in leading the design and development of a molten chloride salt fast reactor. He also spent twenty-six years at the Naval Nuclear Laboratory (NNL)/Knolls Atomic Power Laboratory where he worked on nuclear reactor design, reactor materials, reactor thermal hydraulics, and rector structural performance. During his career at NNL, Dr. Ballout also managed the Space Structural Materials group in collaboration with National Aeronautics and Space Administration (NASA) supporting the design and analysis of the reactor for nuclear propulsion in outer space to explore the icy moons of Jupiter as part of the Jupiter Icy Moon Orbiter (JIMO) project Prometheus. Over his career he worked on reactor design and reactor performance first as an experimentalist, then in modeling and simulation and often both at the same time. In addition to his technical contributions, Dr. Ballout spent many years in engineering and organizational leadership. Early in his career Dr. Ballout was a professor of engineering at the Virginia Military Institute (VMI) where he taught engineering materials, design, and programming. He began his university education in Limoges, France, and ultimately received B.S., M.S., and Ph.D. engineering degrees from Wichita State University, Kansas.

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