Design studies, simulations, sketches, and life in the lab — a working record, captioned as it stands.
Lattice-structured wheel design variants — Aidan KurtzADML lab membersMachine-learning conformal-cooling design study — Zhenyang GaoSupport-structure lattice around a bracket — Yunlong TangLattice-cube design progression — Aidan KurtzBio-inspired lightweight-structure design sketch — Pavan Tejaswi VelivelaSupport-lattice bracket with a wireframe detail — Yunlong TangThermal finite-element simulation panels — Zhibo LuoCranial-implant design study — defect, solid patch, lattice patch — Aidan KurtzKingfisher-beak bio-inspired design sketch — Pavan Tejaswi VelivelaFinite-element stress simulation of a lattice structurePart-consolidation candidate detection for additive manufacturing — Sheng YangAdditively-manufactured bone-screw design iterations — Pavan Tejaswi VelivelaSimulated temperature fields of the build domain — Zhibo LuoADML lab membersUnit-cell transition study — two cell types mapped into a graded lattice block — Nikita LetovUnit-cell transition study — cuboctahedral and cubic cells in one lattice block — Nikita LetovTriply-periodic minimal-surface block render — Nikita LetovDADDA — domain-adversarial and decision-distribution alignment for unsupervised domain adaptation in manufacturing digital twins — Jiarui XieFairGen — fairness- and uncertainty-aware data generation for data-driven design based on active learning — Jiarui XieAudio-visual cross-modality knowledge transfer in laser directed energy deposition — Jiarui XieRemaining-useful-life prediction for batteries on UAVs — Jiarui XieAgentic edge–cloud continuum for intelligent additive manufacturing — Jiarui XieDeep reinforcement learning for joint dispatch of battery storage and gas turbines in renewable-powered microgrids — Manuel SageMachine-learning framework for automated planning of hybrid energy systems using generalizable deep reinforcement learning — Manuel SageToward zero-shot generalization of deep reinforcement learning for hybrid energy system dispatch — Manuel SageA physics- and geometry-informed neural operator for flow through lattice structures — Xuanchen LiFFT-filtering and pooling strategies for a text-classification head — Bogdan BogachovGraded-lattice skin on a cylinder — solid, cutaway, and open variants — Aidan KurtzAirfoil section with a square-cell lattice core — Aidan KurtzLattice density driven by a gradient function — linear and cylindrical — Aidan KurtzLab dinnerLab retreat, September 2019Bubble soccer
