18 papers
The Cost of a Physics Prior Is Bounded by the Ablation Gap
Boris Kriuk
Shape-constrained and physics-informed learning reports an accuracy cost of enforcing a prior and treats it as a property of the prior. We show it is mostly a property of the free…
Korzhinskii-Net: Physics-Informed Neural Network for Sub-Surface Mineral Prospectivity Modelling
Boris Kriuk
Mineral prospectivity modelling (MPM) underpins exploration economics, yet most operational pipelines reduce to data-driven classifiers trained on shallow surface proxies. Such mod…
Price-Discovery Admissibility in Tokenized Fixed Income: Identification, Affine Characterization, and the Structure of the Token-to-Fiat Mapping
Artem Alkhamov, Boris Kriuk
A tokenized U.S. Treasury product lives on two ledgers: an off-chain portfolio of government securities and an on-chain wrapper that claims to represent it. The foundational questi…
Artificial Adaptive Intelligence: The Missing Stage Between Narrow and General Intelligence
Boris Kriuk
Between the narrow systems we deploy and the general intelligence we speculate about lies an entire regime of machine behavior that has never received its own name. This monograph…
AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search
Boris Kriuk
Conceptual aircraft design is traditionally an expert-mediated iterative process in which a human designer proposes a configuration, runs low-order physics, inspects the result, an…
ORCA -- Online Regime Correlation Analyzer
Boris Kriuk, Fedor Kriuk
Standard risk models reduce the rich dependence structure of financial markets to scalar volatility estimates, discarding the topological information encoded in cross-asset correla…