Gradient matching of higher order combinatorial optimization in quadratic Ising machines. - Dmitrii Dobrynin; Mauricio Tedeschi; Arne Heittmann; John Paul Strachan (ICRC, 2024)

Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines. - Mohammad Hizzani; Arne Heittmann; George Higgins Hutchinson; Dmitrii Dobrynin; Thomas Van Vaerenbergh; Tinish Bhattacharya; Adrien Renaudineau; Dmitri B. Strukov; John Paul Strachan (ISCAS, 2024)

Hardware-Compatible Single-Shot Feasible-Space Heuristics for Solving the Quadratic Assignment Problem. - Haesol Im; Chan-Woo Yang; Moslem Noori; Dmitrii Dobrynin; Elisabetta Valiante; Giacomo Pedretti; Arne Heittmann; Thomas Van Vaerenbergh; Masoud Mohseni; John Paul Strachan; Dmitri B. Strukov; Raymond G. Beausoleil; et al. (CoRR, 2025)

Nonlocal Monte Carlo via Reinforcement Learning. - Dmitrii Dobrynin; Masoud Mohseni; John Paul Strachan (CoRR, 2025)