@article{learningfromlearningmachinesanew, title = {Learning from learning machines: a new generation of AI technology to meet the needs of science}, author = {Luca Pion-Tonachini and Kristofer Bouchard and Hector Garcia Martin and Sean Peisert and W. Bradley Holtz and Anil Aswani and Dipankar Dwivedi and Haruko Wainwright and Ghanshyam Pilania and Benjamin Nachman and Babetta L. Marrone and Nicola Falco and Prabhat and Daniel Arnold and Alejandro Wolf-Yadlin and Sarah Powers and Sharlee Climer and Quinn Jackson and Ty Carlson and Michael Sohn and Petrus Zwart and Neeraj Kumar and Amy Justice and Claire Tomlin and Daniel Jacobson and Gos Micklem and Georgios V. Gkoutos and Peter J. Bickel and Jean-Baptiste Cazier and Juliane Müller and Bobbie-Jo Webb-Robertson and Rick Stevens and Mark Anderson and Ken Kreutz-Delgado and Michael W. Mahoney and James B. Brown}, year = {2021}, eprint = {2111.13786}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2111.13786v1}, }