Manuel Lopez Roldan

According to our database, Manuel Lopez Roldan authored at least 3 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.

Hatem Helal, Jesun Firoz, Jenna A. Bilbrey, Henry Sprueill, Kristina M. Herman, Mario Michael Krell, Tom Murray, Manuel Lopez Roldan, Mike Kraus, Ang Li, Payel Das, Sotiris S. Xantheas, Sutanay Choudhury

J. Chem. Inf. Model., March, 2024

2022

Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators.

Jenna A. Bilbrey, Kristina M. Herman, Henry Sprueill, Sotiris S. Xantheas, Payel Das, Manuel Lopez Roldan, Mike Kraus, Hatem Helal, Sutanay Choudhury

CoRR, 2022

Tuple Packing: Efficient Batching of Small Graphs in Graph Neural Networks.

Mario Michael Krell, Manuel Lopez Roldan, Sreenidhi Anand, Hatem Helal, Andrew William Fitzgibbon

CoRR, 2022