Enhancing Carbon Emission Reduction Strategies Using OCO and ICOS Data
Scientific Reports 15.36297. Oct. 2025
#p_fornasier
FT25
On the Analysis of Suboptimal Nonlinear Model Predictive Control Schemes Without Terminal Constraints
IEEE Control Systems Letters 9. Sep. 2025
#p_fornasier
SF25
Normalizing Flows as Approximations of Optimal Transport Maps via Linear-Control Neural ODEs
Nonlinear Analysis 257.113811. Aug. 2025
#p_fornasier
VP25
Super-Resolution via Prony-Type Polynomials
SampTA 2025
#p_fornasier
SF25a
Normalizing Flows as Approximations of Optimal Transport Maps via Linear-Control Neural ODEs
VC 2025
#p_fornasier
KVI+25
Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent
ICML 2025
#p_fornasier#p_krahmer
PS25
Approximation of Diffeomorphisms for Quantum State Transfers
IEEE Control Systems Letters Early Access. Jun. 2025
#p_fornasier
JLL+25
Losing Momentum in Continuous-Time Stochastic Optimisation
Journal of Machine Learning Research 26.148. Jun. 2025
#p_fornasier
RSP25
Shortest-Path Recovery From Signature With an Optimal Control Approach
Mathematics of Control, Signals, and Systems 37. Jun. 2025
#p_fornasier
AFK+25
Balanced Quasistatic Evolutions of Critical Points in Metric Spaces
Preprint (Jun. 2025)
#p_fornasier
MFH+25
A Kernel Conditional Two-Sample Test
Preprint (Jun. 2025)
#p_fornasier
CFS25
From NeurODEs to AutoencODEs: A Mean-Field Control Framework for Width-Varying Neural Networks
European Journal of Applied Mathematics 36.Special Issue 2: From Integro-Differential Models to Data-Oriented Approaches for Emergent Phenomena. Apr. 2025
#p_fornasier
FRR+25
Consensus-Based Optimization With Truncated Noise
European Journal of Applied Mathematics 36.Special Issue 2: From Integro-Differential Models to Data-Oriented Approaches for Emergent Phenomena. Apr. 2025
#p_fornasier
KV25
The Mathematics of Dots and Pixels: On the Theoretical Foundations of Image Halftoning
GAMM Mitteilungen 48.1. Mar. 2025
#p_fornasier#p_krahmer
HJK+25
Non-Intrusive Surrogate Modelling Using Sparse Random Features With Applications in Crashworthiness Analysis
International Journal for Uncertainty Quantification 15.4. Mar. 2025
#p_fornasier#p_krahmer
SSL+25
Ensemble Optimal Control for Managing Drug Resistance in Cancer Therapies
Preprint (Mar. 2025)
#p_fornasier
FS25a
A PDE Framework of Consensus-Based Optimization for Objectives With Multiple Global Minimizers
Communications in Partial Differential Equations 50.4. Feb. 2025
#p_fornasier
FS25
Regularity and Positivity of Solutions of the Consensus-Based Optimization Equation: Unconditional Global Convergence
Preprint (Feb. 2025)
#p_fornasier
FKS25
Trade-Off Invariance Principle for Minimizers of Regularized Functionals
Math4AiMl 2025
#p_fornasier
Sca25
Minimax Problems for Ensembles of Control-Affine Systems
SIAM Journal on Control and Optimization 63.1. Jan. 2025
#p_fornasier
BBC24
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
NeurIPS 2024
#p_fornasier
CK24
Travelling Waves for Discrete Stochastic Bistable Equations
Partial Differential Equations and Applications 5.35. Nov. 2024
#p_fornasier
FHS24a
Approximation Theory, Computing, and Deep Learning on the Wasserstein Space
Preprint (Oct. 2024)
#p_fornasier
Rie24
Mathematical Foundations of Interacting Multi-Particle Systems for Optimization
Dissertation TU München. Sep. 2024
#p_fornasier
GM24
Semi-Automatic Annotation of Greek Majuscule Manuscripts: Steps Towards Integrated Transcription and Annotation
FedCSIS 2024
#p_fornasier
GHJ24
Traveling Phase Interfaces in Viscous Forward–Backward Diffusion Equations
Journal of Dynamics and Differential Equations. Aug. 2024