Welcome!
Welcome to my website!
My name is Elisa Negrini and I am an Assistant Adjunct Professor at UCLA under the mentorship of Hayden Schaeffer.
Please use the Contact Me page or just email me at enegrini@ucla.edu if you have any questions about my research or if you want to collaborate on a project!
News
April 2024: I will be presenting my research at the "Women in Optimal Transport" workshop in Vancouver.
Nov 30 2023: I will be presenting my research at Mathematics of Information Data and Signals and 1W-MINDS seminars at UC San Diego.
June 2023-August 2023: I am a RIPS mentor at IPAM working on a PINNs project for Advanced Micro Devices.
July 2023: I will start a new position as Assistant Adjunct Professor in the Mathematics department at UCLA!
May 2023: I will be presenting my work at the minisymposium on Advances in Data-Driven Methods and Operator Learning for Dynamical Systems and Control Problems during SIAM DS23.
About Me
I am currently an Assistant Adjunct professor in the Mathematics department at UCLA under the supervision of Hayden Schaeffer and I am working on Large Language Model methods for forward and inverse problems. I am also working on Physics Informed Neural Networks for plasma modeling and Optimal Transport.
You can find most information about me in my CV.
My research focuses on Deep Learning methods for forward and inverse Differential equations projects. Currently, I am focusing on Large Language Model methods for forward and inverse problems. In the past I have collaborated in projects on Computational Microscopy and Optimal Transport for Image Processing. During my time at UCLA I have been collaborating with faculty and postdocs including Dr. Stanley Osher (my mentor during my Postdoc at IPAM) and Dr. John Miao in the Physics and Astronomy department at UCLA.
During my Ph.D. I have been working with Professor Luca Capogna (Smith College) and Professor Giovanna Citti (University of Bologna) on machine learning methods for dynamical systems. You can find descriptions and links to my papers in the Research page and a list of my past and future talks in the Talks page.
At WPI I had the opportunity to teach and TA for multiple courses. You can find a full list and some teaching material in the Teaching page.
I also enjoy serving in multiple committees and organizations, see the Service page for more details.
You can find links to my Google Scholar, GitHub and LinkedIn pages in the Useful Links page.
Finally, not only I enjoy learning new things and tackling new problems, I am also a very active and social person. I love hiking and spending time outside and I have recently taken up rock climbing and I enjoy spending time at my local climbing gym.
