Mads-Peter V. Christiansen

According to our database, Mads-Peter V. Christiansen authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

Gradient-based grand canonical optimization enabled by graph neural networks with fractional atomic existence.

Mads-Peter V. Christiansen, Bjørk Hammer

Mach. Learn. Sci. Technol., 2025

2024

Efficient ensemble uncertainty estimation in Gaussian processes regression.

Mads-Peter V. Christiansen, Nikolaj Rønne, Bjørk Hammer

Mach. Learn. Sci. Technol., 2024

2022

Generating stable molecules using imitation and reinforcement learning.

Søren Ager Meldgaard, Jonas Köhler, Henrik Lund Mortensen, Mads-Peter V. Christiansen, Frank Noé, Bjørk Hammer

Mach. Learn. Sci. Technol., 2022

Atomistic structure search using local surrogate mode.

Nikolaj Rønne, Mads-Peter V. Christiansen, Andreas Møller Slavensky, Zeyuan Tang, Florian Brix, Mikkel Elkjær Pedersen, Malthe Kjær Bisbo, Bjørk Hammer

CoRR, 2022

2020

Atomistic Structure Learning Algorithm with surrogate energy model relaxation.

Henrik Lund Mortensen, Søren Ager Meldgaard, Malthe Kjær Bisbo, Mads-Peter V. Christiansen, Bjørk Hammer

CoRR, 2020