Zobrazeno 1 - 10
of 216
pro vyhledávání: '"Pilania, Ghanshyam"'
Autor:
Ravi, Sandipp Krishnan, Comlek, Yigitcan, Chen, Wei, Pathak, Arjun, Gupta, Vipul, Umretiya, Rajnikant, Hoffman, Andrew, Pilania, Ghanshyam, Pandita, Piyush, Ghosh, Sayan, Mckeever, Nathaniel, Wang, Liping
With the advent of artificial intelligence (AI) and machine learning (ML), various domains of science and engineering communites has leveraged data-driven surrogates to model complex systems from numerous sources of information (data). The proliferat
Externí odkaz:
http://arxiv.org/abs/2402.04146
Autor:
Rahman, Md Habibur, Gollapalli, Prince, Manganaris, Panayotis, Yadav, Satyesh Kumar, Pilania, Ghanshyam, DeCost, Brian, Choudhary, Kamal, Mannodi-Kanakkithodi, Arun
Here, we develop a framework for the prediction and screening of native defects and functional impurities in a chemical space of Group IV, III-V, and II-VI zinc blende (ZB) semiconductors, powered by crystal Graph-based Neural Networks (GNNs) trained
Externí odkaz:
http://arxiv.org/abs/2309.06423
Autor:
Wang, Zhehui, Dujardin, Christophe, Freeman, Matthew S., Gehring, Amanda E., Hunter, James F., Lecoq, Paul, Liu, Wei, Melcher, Charles L., Morris, C. L., Nikl, Martin, Pilania, Ghanshyam, Pokharel, Reeju, Robertson, Daniel G., Rutstrom, Daniel J., Sjue, Sky K., Tremsin, Anton S., Watson, S. A., Wiggins, Brenden W., Winch, Nicola M., Zhuravleva, Mariya
Publikováno v:
IEEE Transactions on Nuclear Science ( Volume: 70, Issue: 7, July 2023), pp. 1244 - 1280
Scintillators are important materials for radiographic imaging and tomography (RadIT), when ionizing radiations are used to reveal internal structures of materials. Since its invention by R\"ontgen, RadIT now come in many modalities such as absorptio
Externí odkaz:
http://arxiv.org/abs/2212.10322
Nuclear materials are often demanded to function for extended time in extreme environments, including high radiation fluxes and transmutation, high temperature and temperature gradients, stresses, and corrosive coolants. They also have a wide range o
Externí odkaz:
http://arxiv.org/abs/2211.09239
Autor:
Karpov, Platon I., Huang, Chengkun, Sitdikov, Iskandar, Fryer, Chris L., Woosley, Stan, Pilania, Ghanshyam
Turbulence plays an important role in astrophysical phenomena, including core-collapse supernovae (CCSN), but current simulations must rely on subgrid models since direct numerical simulation (DNS) is too expensive. Unfortunately, existing subgrid mo
Externí odkaz:
http://arxiv.org/abs/2205.08663
Autor:
Kuenneth, Christopher, Lalonde, Jessica, Marrone, Babetta L., Iverson, Carl N., Ramprasad, Rampi, Pilania, Ghanshyam
Publikováno v:
Commun Mater 3, 96 (2022)
Non-degradable plastic waste stays for decades on land and in water, jeopardizing our environment; yet our modern lifestyle and current technologies are impossible to sustain without plastics. Bio-synthesized and biodegradable alternatives such as th
Externí odkaz:
http://arxiv.org/abs/2203.12033
Autor:
Pion-Tonachini, Luca, Bouchard, Kristofer, Martin, Hector Garcia, Peisert, Sean, Holtz, W. Bradley, Aswani, Anil, Dwivedi, Dipankar, Wainwright, Haruko, Pilania, Ghanshyam, Nachman, Benjamin, Marrone, Babetta L., Falco, Nicola, Prabhat, Arnold, Daniel, Wolf-Yadlin, Alejandro, Powers, Sarah, Climer, Sharlee, Jackson, Quinn, Carlson, Ty, Sohn, Michael, Zwart, Petrus, Kumar, Neeraj, Justice, Amy, Tomlin, Claire, Jacobson, Daniel, Micklem, Gos, Gkoutos, Georgios V., Bickel, Peter J., Cazier, Jean-Baptiste, Müller, Juliane, Webb-Robertson, Bobbie-Jo, Stevens, Rick, Anderson, Mark, Kreutz-Delgado, Ken, Mahoney, Michael W., Brown, James B.
We outline emerging opportunities and challenges to enhance the utility of AI for scientific discovery. The distinct goals of AI for industry versus the goals of AI for science create tension between identifying patterns in data versus discovering pa
Externí odkaz:
http://arxiv.org/abs/2111.13786
Autor:
Sharma, Yogesh, Paudel, Binod, Lee, Jegon, Choi, Woo Seok, Yang, Zhenzhong, Wang, Han, Du, Yingge, Kang, Kyeong Tae, Pilania, Ghanshyam, Chen, Aiping
We report on the effect of epitaxial strain on magnetic and optical properties of perovskite LaCrO3 (LCO) single crystal thin films. Epitaxial LCO thin films are grown by pulsed laser deposition on proper choice of substrates to impose different stra
Externí odkaz:
http://arxiv.org/abs/2105.02941
Autor:
Chen, Lihua, Pilania, Ghanshyam, Batra, Rohit, Huan, Tran Doan, Kim, Chiho, Kuenneth, Christopher, Ramprasad, Rampi
Artificial intelligence (AI) based approaches are beginning to impact several domains of human life, science and technology. Polymer informatics is one such domain where AI and machine learning (ML) tools are being used in the efficient development,
Externí odkaz:
http://arxiv.org/abs/2011.00508