Specialty
A neural network trained from power-flow objectives and constraints reported low violations and mostly small optimality gaps on five simulated feeders, with the largest reported gap at 1.5% on the 8500-node case.
Scientific publication3 min read
A freight-corridor simulation reported higher throughput and lower congestion in its Cognitive scenario than in a manual Baseline, but also the highest total CO2 emissions proxy.
Scientific publication5 min read
An arXiv methods preprint reports a median evaluation time of 2 microseconds for CIPS versus 121 microseconds for LA-ETC in an embedded microbenchmark. Its formal safety theorem is conditional on stated assumptions, while displayed car-following sweeps reported no CIPS fallbacks or violations.
Scientific publication4 min read
A preprint reports that MVE led three comparison methods on historical trust measures in a simulation and was also tested under uncertainty and conflicting observations.
IEEE GLOBECOM 20264 min read
A preprint reports that TrustFormer produced lower trust-evaluation error and higher collaborator-selection accuracy than two baseline models in simulations of collaborative computing. The reported advantage was larger for strategic and gradually degrading behavior, while disorder in historical monitoring records increased error.
IEEE GLOBECOM 20264 min read
A four-case simulation of an energy-storage unit, EV fleet and thermostatically controlled load reported higher regulation scores and ancillary-service profits in a joint virtual power plant under fast-response requirements, but the result was limited to the modeled setup.
Scientific publication4 min read
The model treats operating time as continuous and writes the result as a linear program. Its reported errors were measured against a two-minute reference model, but the paper's table and nearby prose assign one error value differently.
Scientific publication4 min read
A modeling study proposes dynamic-droop checks for inverter controls and shows why a one-cycle power-response test can miss important differences between grid-forming and grid-following behavior.
Scientific publication4 min read
A modeling study reports sufficient gain conditions for a dynamic-key LWE-encrypted controller to remain asymptotically stable and avoid overflow in one simulated linear control system. The result depends on stated assumptions and does not validate the design on physical equipment.
Scientific publication4 min read
A preprint outlines three conditional control designs for hiding a selected network mode from compromised-node measurements. In one 11-node simulation, observer-based estimation converged where the output-feedback construction failed.
Scientific publication4 min read
Movable antennas outperformed fixed-antenna PASS and conventional MIMO in the paper's simulated tests, while two specialized learning methods beat standard PPO across low-, medium- and high-security modes.
Scientific publication4 min read
A 26 August 2026 arXiv preprint reports lateral drift in simulation and directional displacement in controlled indoor and outdoor flights during gyroscope-perturbation tests. The work uses a PX4-style stack and constrained sensor tests, but does not demonstrate fully detached, black-box, moving-target free flight.
Scientific publication3 min read
The methods preprint compares a geometry-adaptive certified reduction with the full formulation in one closed-loop scenario and synthetic timing sweeps, reporting matching measures and conditional theorem-based guarantees.
Scientific publication4 min read
In modeled agricultural grids, a GPU-based solver reported the lowest flight-time cost among three methods and kept reported runtime below 320 milliseconds on the tested dimensions. The study is a computational preprint, not evidence from a physical drone, field deployment or agricultural outcome.
Scientific publication3 min read
A preprint reports a blockage-aware method that identified active RIS panels with more than 95% probability in simulated tests and achieved higher weighted sum rates than comparison methods under 30% per-link blockage.
Scientific publication5 min read
A computational study describes a modular image-classification system that selects and compresses task-relevant visual information before sending it from a lightweight client to a larger server.
Scientific publication4 min read
A preprint evaluates a multimodal system that forecasts future mmWave beams and selects virtual beam coverage, with a low-outage anchor result but sharply weaker performance on held-out scenarios.
Scientific publication5 min read
A modeling study proposes a geometry-based boundary between near-field and far-field operation, then uses a Kronecker-SVD design to reduce beamforming cost while retaining near-full-SVD rates.
Scientific publication4 min read
A two-phase method called TP-MPPO posted the highest reward and higher simulated goodput than four benchmark algorithms. The work was based on synthetic wireless-edge simulations, so its practical reach remains tied to the modeled settings.
Scientific publication3 min read
A hybrid method that pairs learned energy budgeting with convex optimization recorded the highest simulated computational throughput among the tested algorithms.
Scientific publication3 min read
A model of space-based wireless power found quadratic received-power scaling under coherent satellite coordination, while non-coherent links showed linear scaling.
Scientific publication4 min read
A conceptual preprint outlines three architectures for combining sensing observations from multiple UEs at a common base station, while leaving performance, scaling and deployment questions unresolved.
Scientific publication4 min read
A small engineering evaluation of commodity Wi-Fi respiratory sensing reported 97% accuracy in normal breathing and 88% accuracy during detected pause episodes.
Scientific publication5 min read
A 318 GHz preprint based on one factory hall found that strong-reflection clusters were fewer but denser, while random clusters were more numerous and more variable.
Scientific publication5 min read
In mathematical and Monte Carlo simulations, a semi-blind channel estimator required fewer than half as many pilot symbols as a training-based method to reach the same target error. It also had lower plotted channel MSE than the tested EM and subspace-based methods, but the evidence is limited to modeled systems.
Scientific publication4 min read
In a two-month computer simulation, PV forecast choice changed modeled grid exchanges, cost, local solar use and battery throughput.
Scientific publication4 min read
An engineering preprint reports similar simulated traction-control behavior from a Koopman-based controller, with much shorter solve times than nonlinear MPC.
Proc. 2024 28th Int. Conf. Syst. Theory Control Comput. (ICSTCC), 2024, pp. 26-314 min read
A physics-based compact model reproduced measured electrical behavior in an analog ReRAM cell and found a simulated correspondence between pulsed and quasi-static equilibrium states.
Adv. Electron. Mater. 12, no. 7 (2026): e003734 min read
A CMO/HfOx analog ReRAM platform showed no tendency to drift under 100,000 half-voltage pulses in array tests, while its neural-network results came from software simulations rather than physical hardware training.
Adv. Sci. 13, no. 4 (2026): e045783 min read
A computational preprint reports that UNION had low average cost gaps and high constraint satisfaction across seven AC-OPF systems, with selected outage tests and a five-day temporal evaluation.
Scientific publication4 min read
A laboratory prototype combined digital communication and deformation sensing in one stretchable interconnect, with tests of transmission, strain response, repeated stretching and shape mapping.
Scientific publication3 min read
A new methods preprint reports that intrinsic diffusion samplers respected manifold constraints in tests ranging from spherical distributions to robust rotation estimation, while leaving key questions about approximation error and broad performance unanswered.
Scientific publication4 min read
A working paper proposes using known changes in actuation gains to separate hidden coupling from confounding influences, with simulations and financial case studies showing both promise and sharp limits.
Scientific publication6 min read
Simulations report accurate DCT-based OFDM channel estimates and effective compensation with limited training, while nonlinear memory remains outside the model.
Scientific publication4 min read
A methods preprint reports a live camera-aligned display of WiFi beamspace power, relative delay and polarization, with demonstrations separating direct, reflected and corner-reflected paths.
Scientific publication4 min read
In a controlled synthetic test, attention-based ECG–PPG fusion had the lowest descriptive overall error, while signal-quality conditioning was most useful when PPG was completely missing. The comparisons used five training seeds, and none survived Holm correction.
Scientific publication4 min read
The biggest reported gains appeared in vehicular and adversarial simulations, while a 10-device hardware check stayed within 10% of the study’s simulation metrics.
Scientific publication5 min read
A preprint review compares nonlinear dynamic inversion architectures and describes a PH-LAB flight-test trade-off between tracking performance and actuator loads.
Scientific publication3 min read
A computational preprint reports that reinforcement learning reached the highest-reward design in a mine-pump model after 130 simulations, while Bayesian optimisation produced stronger reward results than a genetic algorithm.
Scientific publication4 min read
A new arXiv preprint reports lower pose errors for a WiFi model across benchmark comparisons and an indoor zero-shot evaluation, but the study provides no uncertainty estimates.
Scientific publication4 min read