Prof. Celia Reina — Research Profile
University of Pennsylvania · Mechanical Engineering and Applied Mechanics
Graduate application deadlines
Mechanical Engineering and Applied Mechanics
Mechanical Engineering and Applied Mechanics, Ph.D.
Fall 2027Application deadline
Dec 15, 2026 23:59 EST
Mechanical Engineering & Applied Mechanics, MSE
Fall 2027Early Application Deadline
Nov 1, 2026
Closed
Application deadline
Regular Application Deadline
Feb 1, 2027
Source: gradadm.seas.upenn.eduChecked Nov 2, 2026
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펜실베이니아 대학교 기계공학·응용역학과 소속 Celia Reina 교수의 등록된 연구 분야는 Computational Mechanics, Mechanics of Materials, Micro- and Nanomechanics입니다.
Research keywords
Recent papers
- Nonlinear GENERIC-Embedded Neural Networks (N-GENNs): Learning GENERIC dynamics with non-quadratic dissipation potentialsComputer Methods in Applied Mechanics and Engineering · Aug 14
- Structure-preserving uncertainty quantification for GENERIC dynamicsPreprintarXiv (Cornell University) · Aug 12
- EVODMs: Variational learning of PDEs for stochastic systems via diffusion models with quantified epistemic uncertaintyJournal of Computational Physics · Jan 31
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Model Reduction and Neural Networks
Themistoklis Sapsis Lab
Massachusetts Institute of Technology · Department of Mechanical Engineering
Dynamics-informed deep learning for predicting extreme eventsProceedings of the Royal Society A Mathematical Physical and Engineering Sciences · Oct 21Ellen Kuhl Lab
Stanford University · Mechanical Engineering
Neural operators solve inverse problems for constitutive model discoveryComputer Methods in Applied Mechanics and Engineering · Sep 24Sili Deng Lab
Massachusetts Institute of Technology · Department of Mechanical Engineering
Learnable composition for neural operatorsPreprintarXiv (Cornell University) · Sep 2
Other labs in this department
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- Douglas Jerolmack Lab
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- George Ilhwan Park Lab
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- Haim H. Bau Lab
Fluid Mechanics, Mechanical Systems, Micro- and Nanomechanics
- Howard H. Hu Lab
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- Igor Bargatin Lab
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