About me

Recent news

  • I received Joukowsky Family Foundation Outstanding Dissertation Award (the most prestigious Ph.D. award) from Brown University. (May 24, 2020)
  • I gave a talk on physics-informed deep learning at Emory University, Scientific Computing Group. (Apr 24, 2020)
  • I received David Gottlieb Memorial Award from the Division of Applied Mathematics, Brown University. (Apr 1, 2020)
  • Brown News: Machine learning improves non-destructive materials testing. (Mar 27, 2020)
  • I gave a talk on DeepXDE at AAAI Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences. (Mar 24, 2020)
  • Paper about multi-fidelity neural networks for inverse indentation problems published in PNAS. (Mar 16, 2020)
  • NTU News: ​Machine learning technique sharpens prediction of material’s mechanical properties. (Mar 16, 2020)
  • MIT News: Deep learning for mechanical property evaluation. (Mar 16, 2020)
  • I gave a talk on Scientific Machine Learning at Lawrence Berkeley National Laboratory, Computing Sciences. (Mar 9, 2020)
  • SIAM News article highlights our work on sickle cell disease. (Mar 2, 2020)
  • I gave a talk on Scientific Machine Learning at Lawrence Livermore National Laboratory. (Feb 19, 2020)
  • I gave a talk on Scientific Machine Learning at Worcester Polytechnic Institute, Mathematical Sciences Department. (Feb 13, 2020)
  • I gave a talk on Scientific Machine Learning at Oak Ridge National Laboratory. (Jan 27, 2020)
  • I gave a talk on Scientific Machine Learning at Argonne National Laboratory, Mathematics and Computer Science Division. (Jan 21, 2020)
  • I gave a talk on DeepONet at JMM. (Jan 15, 2020)
  • I gave a talk on DeepXDE at Physics Informed Machine Learning Workshop. (Jan 14, 2020)
  • DeepXDE was presented at NeurIPS workshop on Machine Learning and the Physical Sciences. (Dec 14, 2019)
  • DeepXDE was used to solve inverse problems in nano-optics and metamaterials, see our paper on arXiv. (Dec 2, 2019)
  • I gave a talk on Scientific Machine Learning at University of Pittsburgh, Department of Mechanical Engineering and Materials Science. (Nov 21, 2019)
  • I gave a talk on Scientific Machine Learning at University of North Carolina at Charlotte, Department of Mathematics and Statistics. (Nov 18, 2019)
  • News on Brown Daily Herald. (Oct 30, 2019)
  • Paper about DeepONets to learn operators was uploaded to arXiv. (Oct 8, 2019)
  • News on Brown News and eHealthNews.eu. (Aug 22, 2019)
  • Our model to gauge efficacy of new treatments for sickle cell disease was published on Science Advances. (Aug 21, 2019)
  • Paper of DeepXDE was uploaded to arXiv. (Jul 10, 2019)
  • The first stable version of DeepXDE (a deep learning library for solving differential equations) was released. (Jun 12, 2019)