3 papers
cs.LG2026
Learning to Resolve Neutron Resonances with Fully Convolutional Neural Networks
Nataly R. Panczyk, Athanasios Stamatopoulos, Josef Svoboda +1
This work investigates the feasibility of augmenting traditional R-Matrix codes with a robust machine learning framework for automatically detecting neutron resonances in transmiss…
math.GT2025
Inverted Habiro Series and its Residues
Josef Svoboda
We study the Gukov--Manolescu (GM) series of knots and the inverted Habiro series (IHS) proposed by S. Park. We give a new formula for IHS in terms of coefficients of the GM series…
stat.AP2025
On the Impact of Monte Carlo Statistical Uncertainty on Surrogate-based Design Optimization
Omer F. Erdem, David P. Broughton, Josef Svoboda +2
In multi-objective design tasks, the computational cost increases rapidly when high-fidelity simulations are used to evaluate objective functions. Surrogate models help mitigate th…