Innovation characterizes industrial, economic, and societal development. Within the domain of the built environment, technological advancements are continuously pursued to enhance structural safety, functionality, and cost efficiency. At the same time, the challenges associated with ageing infrastructure and constraine...
Giancarlo Costa, Maria Pina Limongelli, Sebastian Thöns· Structural Health Monitoring· 0 citations
Code accompanying the paper Hint-AUC: Deterministic Region-based Hint Generation for Line Art Colorization Evaluation (IEEE Transactions on Visualization and Computer Graphics, 2026, DOI 10.1109/TVCG.2026.3738401): the deterministic hint generator DHT and the hintauc evaluation library, the DetFill diffusion colorizati...
Koki Madono, Yuan Mingcheng, Edgar Simo‐Serra· Zenodo (CERN European Organi...· 0 citations
This preprint studies a toy model for entropic force regularization. We consider an entropic force F = C / x where C = k_B T, and an effective mass that depends on acceleration and velocity as m_eff = m - h * a / v^3, with h = Planck constant. The equation of motion becomes quadratic in acceleration. It admits two exac...
Princigalli· Zenodo (CERN European Organi...· 0 citations
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This is an updated version. The changelog is at the end. Abstract of Beyond Scalar Loss: An Empirical Observatory for Persistent Ballistic Flow and Hidden Descent in Transformers Scalar training loss provides a necessary but incomplete description of neural optimization. It records task error but does not directly reve...
Daniel Solis· Zenodo (CERN European Organi...· 0 citations
We present IRIS (Internal Representation and Insight System), a geometric instrument for observing and monitoring the internal state of language models. IRIS provides initial sequence-level empirical evidence for the linear representation hypothesis — demonstrating that the relational arrangement of tokens in activatio...
T Stevenson· Zenodo (CERN European Organi...· 0 citations
Hybrid nanofluids have become important for improving heat transfer in various engineering fields, especially in rotating cylinders, energy conversion systems, and efficient heat exchangers. Motivated by the need to elevate heat transfer efficacy, the present research explores the thermal transportation behaviour of a...
Shiva Shankar Cherala, Nagaraju Gajjela, G. Swamy Reddy et al.· International Journal of Mod...· 0 citations
Background Hybrid defined contribution (DC) pension funds, combining fixed contributions with stochastic liability dynamics, face competitive pressures when members reallocate contributions to higher-performing funds. Methods We model two competing hybrid DC pension fund managers in a stochastic differential game. Liab...
This preprint studies a toy model for entropic force regularization. We consider an entropic force F = C / x where C = k_B T, and an effective mass that depends on acceleration and velocity as m_eff = m - h * a / v^3, with h = Planck constant. The equation of motion becomes quadratic in acceleration. It admits two exac...
Princigalli· Zenodo (CERN European Organi...· 0 citations
The logistic strategy achieved high sensitivity and discrimination for identifying mGBM according to CNS WHO 2021 and demonstrated more consistent calibration across observers, which support the further evaluation of the tool, particularly in radiologically atypical mGBM.
Yousif Aldabbagh, F. Bhatti, Nitin Menon et al.· Frontiers in Oncology· 0 citations
Complex economic and social systems emerge from repeated strategic interactions on networks whose links also change with behavior. Existing evolutionary-game models commonly assume fixed-interaction structures, whereas adaptive-network approaches often lack a global incentive certificate and an explicit stability condi...
Yu He, Zhen-Hao He· Frontiers of Physics· 0 citations
🌍🤖 AI, RESPONSIBLE SCALE & NANOTECHNOLOGY CIVILIZATION AT THE LIMIT Artificial Intelligence, NanoEHS, Circularity, Autonomous Laboratories, Standards, Responsible Scale-Up, and the Emerging Engineering of Nanotechnology Civilization Can nanotechnology accelerate without risk, waste, and governance falling behind? Thi...