Formal & Physical Sciences AI — Models & ResearchENUncertainty in AI driven physical simulation - Dimitrios TZIVRALIS - CEA LPTMSDimitrios TzivralisOctober 9, 2025 24 min★ ★ ★ ★ ☆ 4/5Machine LearningMonte CarloUncertainty
Formal & Physical Sciences MathematicsENScaling laws for amplitude surrogates - Joaquin ITURRIZA RAMIREZJoaquin ITURRIZA RAMIREZOctober 9, 2025 36 min★ ★ ★ ★ ☆ 4/5Scaling LawsScattering AmplitudesMachine Learning
Applied Sciences & Engineering MathematicsENQuantifying uncertainties in computer models An overview - Merlin KELLER - EDF R&DMerlin KELLER (EDF R&D)October 9, 2025 67 min★ ★ ★ ★ ☆ 4/5Uncertainty QuantificationComputer ModelsSensitivity Analysis
Formal & Physical Sciences PhysicsENParton distribution from NTK analysis - Amedeo CHIEFAAmedeo ChieffaOctober 9, 2025 25 min★ ★ ★ ★ ☆ 4/5Parton Distribution FunctionsNeural Tangent KernelNeural Networks
Formal & Physical Sciences PhysicsENParameter estimation with simulation based inference in ATLAS - David ROUSSEAU - IJCLab OrsayDavid ROUSSEAUOctober 9, 2025 38 min★ ★ ★ ★ ☆ 4/5ATLASSimulation-Based InferenceHiggs Boson
Life & Natural Systems AI — Models & ResearchENMachine learning of biological sequences - Jorge FERNANDEZ DE COSSIO DIAZJorge FERNANDEZ DE COSSIO DIAZOctober 9, 2025 63 min★ ★ ★ ★ ☆ 4/5Machine LearningBiological SequencesProtein Structure
Formal & Physical Sciences MathematicsENIntroduction to causality for time series and HSIC - Aurore LOMETAurore LOMETOctober 9, 2025 56 min★ ★ ★ ★ ☆ 4/5Causal DiscoveryTime SeriesHSIC
Applied Sciences & Engineering PhysicsENInteraction reconstructing in scintillator detectors for PET imaging - Geoffrey DANIELGeoffrey DANIELOctober 9, 2025 37 min★ ★ ★ ★ ☆ 4/5PET ImagingScintillator DetectorsDeep Learning
Formal & Physical Sciences AI — Models & ResearchENFair universe HiggsML Uncertainty challenge - Ragansu CHAKKAPPAIRagansu ChakkappaiOctober 9, 2025 24 min★ ★ ★ ★ ☆ 4/5Machine LearningSystematic UncertaintiesHiggs Boson
Formal & Physical Sciences AI — Models & ResearchENEnergy flow networks for jet quenching studies - Joao GonçalvesJoão GonçalvesOctober 9, 2025 23 min★ ★ ★ ★ ☆ 4/5Jet QuenchingEnergy Flow NetworksMachine Learning
Formal & Physical Sciences PhysicsENDetermination and validation of modeling & therory uncertainties - Stefano FORTEStefano FORTEOctober 9, 2025 30 min★ ★ ★ ★ ☆ 4/5PDFAlpha_sUncertainty
Applied Sciences & Engineering PhysicsENCalorimeter shower simulation with machine learning - Vera MAILBORODAVera MAILBORODAOctober 9, 2025 30 min★ ★ ★ ★ ☆ 4/5CalorimeterMachine LearningFast Simulation
Formal & Physical Sciences Climate & EcologyENCalibrated and uncertain - Aurora GREFSRUDAurora GrefsrudOctober 9, 2025 27 min★ ★ ★ ★ ☆ 4/5Uncertainty QuantificationCalibrationDeep Learning
Formal & Physical Sciences AI — Models & ResearchENBayesian continual learning and forgetting in neural networks - Kellian COTTARTKellian CottartOctober 9, 2025 34 min★ ★ ★ ★ ☆ 4/5Continual LearningBayesian Neural NetworksCatastrophic Forgetting
Applied Sciences & Engineering EnergyENA new approach for the critical heat flux application - Michele CAZZOLAMichele CazzolaOctober 9, 2025 32 min★ ★ ★ ★ ☆ 4/5Critical Heat FluxMachine LearningUncertainty Quantification
Life & Natural Systems NeuroscienceENIPhT Colloquium - Energy and computation in natural neural network - Remi MONASSONRémi MonassonOctober 7, 2025 74 min★ ★ ★ ★ ☆ 4/5Energy ConsumptionNeural NetworksPlace Cells
Formal & Physical Sciences PhysicsENExceptional stationary state in a dephasing many-open quantum system - Luca CAPIZZILuca CapizziSeptember 22, 2025 71 min★ ★ ★ ★ ☆ 4/5Quantum ScarsOpen Quantum SystemsLindblad Dynamics
Formal & Physical Sciences MathematicsENRalph WILLOX - The problem of detecting, and defining,integrability for discrete systemsRalph WilloxSeptember 16, 2025 59 min★ ★ ★ ★ ☆ 4/5IntegrabilityDiscrete SystemsAlgebraic Entropy
Formal & Physical Sciences PhysicsENIPhT Colloquium - The Geometry of Particle Physics - Tim COHENTim CohenSeptember 16, 2025 84 min★ ★ ★ ★ ☆ 4/5Effective Field TheoryParticle PhysicsLHC
Formal & Physical Sciences PhysicsENThibaud RAYMOND - La physique quantique par le prisme des symétriesThibaud RAYMONDSeptember 9, 2025 47 min★ ★ ★ ★ ☆ 4/5Quantum PhysicsSymmetryPhotons
Formal & Physical Sciences PhysicsENRaphael DULAC - Les trous noirs et le paradoxe de l'informationRaphael DULACSeptember 9, 2025 79 min★ ★ ★ ★ ☆ 4/5Black HolesInformation ParadoxGeneral Relativity
