Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Autor: Zimmermann, Yoel, Bazgir, Adib, Afzal, Zartashia, Agbere, Fariha, Ai, Qianxiang, Alampara, Nawaf, Al-Feghali, Alexander, Ansari, Mehrad, Antypov, Dmytro, Aswad, Amro, Bai, Jiaru, Baibakova, Viktoriia, Biswajeet, Devi Dutta, Bitzek, Erik, Bocarsly, Joshua D., Borisova, Anna, Bran, Andres M, Brinson, L. Catherine, Calderon, Marcel Moran, Canalicchio, Alessandro, Chen, Victor, Chiang, Yuan, Circi, Defne, Charmes, Benjamin, Chaudhary, Vikrant, Chen, Zizhang, Chiu, Min-Hsueh, Clymo, Judith, Dabhadkar, Kedar, Daelman, Nathan, Datar, Archit, Evans, Matthew L., Fard, Maryam Ghazizade, Fisicaro, Giuseppe, Gangan, Abhijeet Sadashiv, George, Janine, Gonzalez, Jose D. Cojal, Götte, Michael, Gupta, Ankur K., Harb, Hassan, Hong, Pengyu, Ibrahim, Abdelrahman, Ilyas, Ahmed, Imran, Alishba, Ishimwe, Kevin, Issa, Ramsey, Jablonka, Kevin Maik, Jones, Colin, Josephson, Tyler R., Juhasz, Greg, Kapoor, Sarthak, Kang, Rongda, Khalighinejad, Ghazal, Khan, Sartaaj, Klawohn, Sascha, Kuman, Suneel, Ladines, Alvin Noe, Leang, Sarom, Lederbauer, Magdalena, Liao, Sheng-Lun Mark, Liu, Hao, Liu, Xuefeng, Lo, Stanley, Madireddy, Sandeep, Maharana, Piyush Ranjan, Maheshwari, Shagun, Mahjoubi, Soroush, Márquez, José A., Mills, Rob, Mohanty, Trupti, Mohr, Bernadette, Moosavi, Seyed Mohamad, Moßhammer, Alexander, Naghdi, Amirhossein D., Naik, Aakash, Narykov, Oleksandr, Näsström, Hampus, Nguyen, Xuan Vu, Ni, Xinyi, O'Connor, Dana, Olayiwola, Teslim, Ottomano, Federico, Ozhan, Aleyna Beste, Pagel, Sebastian, Parida, Chiku, Park, Jaehee, Patel, Vraj, Patyukova, Elena, Petersen, Martin Hoffmann, Pinto, Luis, Pizarro, José M., Plessers, Dieter, Pradhan, Tapashree, Pratiush, Utkarsh, Puli, Charishma, Qin, Andrew, Rajabi, Mahyar, Ricci, Francesco, Risch, Elliot, Ríos-García, Martiño, Roy, Aritra, Rug, Tehseen, Sayeed, Hasan M, Scheidgen, Markus, Schilling-Wilhelmi, Mara, Schloz, Marcel, Schöppach, Fabian, Schumann, Julia, Schwaller, Philippe, Schwarting, Marcus, Sharlin, Samiha, Shen, Kevin, Shi, Jiale, Si, Pradip, D'Souza, Jennifer, Sparks, Taylor, Sudhakar, Suraj, Talirz, Leopold, Tang, Dandan, Taran, Olga, Terboven, Carla, Tropin, Mark, Tsymbal, Anastasiia, Ueltzen, Katharina, Unzueta, Pablo Andres, Vasan, Archit, Vinchurkar, Tirtha, Vo, Trung, Vogel, Gabriel, Völker, Christoph, Weinreich, Jan, Yang, Faradawn, Zaki, Mohd, Zhang, Chi, Zhang, Sylvester, Zhang, Weijie, Zhu, Ruijie, Zhu, Shang, Janssen, Jan, Foster, Ian, Blaiszik, Ben

Here, we present the outcomes from the second Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry, which engaged participants across global hybrid locations, resulting in 34 team submissions. The submissions spann

Externí odkaz: http://arxiv.org/abs/2411.15221

Effective two-loop background contributions to $g_e-2$

Autor: Evans, Jason L., Lyu, Jun-Yuan

Recent work has shown the utility of examining background effects from ultralight dark matter on precision measurements. This effect enhances seemingly benign contributions to the level that experiments are sensitive to them. In this work, we examine

Externí odkaz: http://arxiv.org/abs/2410.10715

Orbital Architectures of Planet-Hosting Binaries III. Testing Mutual Inclinations of Stellar and Planetary Orbits in Triple-Star Systems

Autor: Evans, Elise L., Dupuy, Trent J., Sullivan, Kendall, Kraus, Adam L., Huber, Daniel, Ireland, Michael J., Ansdell, Megan, Kuruwita, Rajika L., Martinez, Raquel A., Wood, Mackenna L.

Transiting planets in multiple-star systems, especially high-order multiples, make up a small fraction of the known planet population but provide unique opportunities to study the environments in which planets would have formed. Planet-hosting binari

Externí odkaz: http://arxiv.org/abs/2409.02223

Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange

Autor: Evans, Matthew L., Bergsma, Johan, Merkys, Andrius, Andersen, Casper W., Andersson, Oskar B., Beltrán, Daniel, Blokhin, Evgeny, Boland, Tara M., Balderas, Rubén Castañeda, Choudhary, Kamal, Díaz, Alberto Díaz, García, Rodrigo Domínguez, Eckert, Hagen, Eimre, Kristjan, Montero, María Elena Fuentes, Krajewski, Adam M., Mortensen, Jens Jørgen, Duarte, José Manuel Nápoles, Pietryga, Jacob, Qi, Ji, Carrillo, Felipe de Jesús Trejo, Vaitkus, Antanas, Yu, Jusong, Zettel, Adam, de Castro, Pedro Baptista, Carlsson, Johan, Cerqueira, Tiago F. T., Divilov, Simon, Hajiyani, Hamidreza, Hanke, Felix, Jose, Kevin, Oses, Corey, Riebesell, Janosh, Schmidt, Jonathan, Winston, Donald, Xie, Christen, Yang, Xiaoyu, Bonella, Sara, Botti, Silvana, Curtarolo, Stefano, Draxl, Claudia, Cobas, Luis Edmundo Fuentes, Hospital, Adam, Liu, Zi-Kui, Marques, Miguel A. L., Marzari, Nicola, Morris, Andrew J., Ong, Shyue Ping, Orozco, Modesto, Persson, Kristin A., Thygesen, Kristian S., Wolverton, Chris, Scheidgen, Markus, Toher, Cormac, Conduit, Gareth J., Pizzi, Giovanni, Gražulis, Saulius, Rignanese, Gian-Marco, Armiento, Rickard

Publikováno v: Digital Discovery, 2024, 3, 1509-1533

The Open Databases Integration for Materials Design (OPTIMADE) application programming interface (API) empowers users with holistic access to a growing federation of databases, enhancing the accessibility and discoverability of materials and chemical

Externí odkaz: http://arxiv.org/abs/2402.00572

Optical Photon Simulation with Mitsuba3

Autor: Davis, Adam C. S., Barré, Sacha, Cui, Yangyang, Evans, Keith L, Gersabeck, Marco, Rat, Antonin, Montazeri, Zahra

Optical photon propagation is an embarrassingly parallel operation, well suited to acceleration on GPU devices. Rendering of images employs similar techniques -- for this reason, a pipeline to offload optical photon propagation from Geant4 to the ind

Externí odkaz: http://arxiv.org/abs/2309.12496