Emma Lei Hovmand (Preferred)
Emma Lei Hovmand
PhD student, DTU Energy, Technical University of Denmark
Joined
April 2026
Names
Emails
****@dtu.dk (Confirmed)
Personal Links
Career & Education History
PhD student
DTU Energy, Technical University of Denmark (dtu.dk)
2026 – 2029
MS student
DTU Electro, Technical University of Denmark (dtu.dk)
2023 – 2025
Undergrad student
DTU Electro, Technical University of Denmark (dtu.dk)
2019 – 2023
Advisors, Relations & Conflicts
Expertise
Generative modeling
, Diffusion Models
, Reinforcement Learning
2025 – 2026
Reinforcement Learning
, Proximal Policy Optimization (PPO)
, high entropy alloys
, atomic structure optimization of disordered solids
2024 – 2025
Self-Driving Laboratories
, ML
, lab automation
, robotics
, Bayesian Optimization
, multi-fidelity data
, Gaussian Process Regression
, RBF kernels
2023 – 2024
Graph Neural Networks (GNN)
, molecular GNN
, multi-property prediction
, joint learning
, transfer learning
2023 – 2023
Machine Learning
, autoregressive long Short-Term Memory (LSTM)
, Recurrent Neural Network (RNN)
, ensemble methods
2022 – 2023
Publications
No publications