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Swarm Notes
for keywords: time series forecasting timeseries
Automated research paper tracking and knowledge synthesis.
Recent Papers
View all → Cluster gravitational redshifts: uncertainties and survey requirements
Tsaprazi, Lesci, Marulli +2 Mar 26, 2026 physics
forecastingmodel,gravitational redshift,modified gravity,survey design
Uncertainty-Guided Label Rebalancing for CPS Safety Monitoring
Ayotunde, Xu, Wang +1 Mar 26, 2026 time series
time seriesanomaly detectionsafety monitoring
Implementation of a Near-Realtime Recording and Reporting System of Solar Radio Bursts
Zhang, Kuske, Chen +48 Mar 26, 2026 speech
object detectionaudio language modelrealtime
Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding
Baer, zhang, Grau +1 Mar 26, 2026 nlp
explanationexplainable aievaluation
Compiling molecular ultrastructure into neural dynamics
Körding, Arkhipov, Deng +22 Mar 26, 2026 biology
multimodaltool usereasoning
Revealing the influence of participant failures on model quality in cross-silo Federated Learning
Stricker, Bermbach, Zirpins Mar 26, 2026 federated
federatedrobustnessevaluation
Causal-INSIGHT: Probing Temporal Models to Extract Causal Structure
Redden, Wang, Li Mar 26, 2026 time series
time seriesreasoninginterpretability
Real-time control of multiphase processes with learned operators
Guida, Barradas-Bautista Mar 26, 2026 robotics
reinforcement learningplanningagent
Adaptive Subspace Modeling With Functional Tucker Decomposition
Steidle, Jonghe, Ishteva Mar 26, 2026 multimodal
tensor decompositiontime seriesimage classification
On Neural Scaling Laws for Weather Emulation through Continual Training
Subramanian, Kiefer, Nigmetov +3 Mar 26, 2026 time series
scaling lawtime seriesforecasting
Topological optimization with birth and death cochains
Weighill, Zhou Mar 26, 2026 graph learning
topologyoptimizationloss function
Not a fragment, but the whole: Map-based evaluation of data-driven Fire Danger Index models
Alvi, Epicoco, Costa-Saura Mar 26, 2026 time series
forecastingevaluationanomaly detection
Dissimilarity-Based Persistent Coverage Control of Multi-Robot Systems for Improving Solar Irradiance Prediction Accuracy in Solar Thermal Power Plants
Kawase, Sugawara, Carnerero Mar 26, 2026 time series
forecastingtime seriesrobotics
MP-MoE: Matrix Profile-Guided Mixture of Experts for Precipitation Forecasting
Tran, Tran, Nguyen +2 Mar 26, 2026 time series
time seriesforecastingmixture of experts
TIGFlow-GRPO: Trajectory Forecasting via Interaction-Aware Flow Matching and Reward-Driven Optimization
Jing, Lu, Meng +2 Mar 26, 2026 computer vision
llmdiffusion modelmultimodal
PRISM: Dynamic Primitive-Based Forecasting for Large-Scale GPU Cluster Workloads
Wu, Teng, Li +2 Mar 26, 2026 time series
time seriesforecastinganomaly detection
Modeling and Forecasting Tail Risk Spillovers: A Component-Based CAViaR Approach
Lacava Mar 26, 2026 finance
time seriesforecastinganomaly detection
Spatiotemporal System Forecasting with Irregular Time Steps via Masked Autoencoder
Zhu, Xin, Hu +3 Mar 26, 2026 time series
time seriesanomaly detectionforecasting
A Distribution-to-Distribution Neural Probabilistic Forecasting Framework for Dynamical Systems
Yang, Du, Aslett Mar 26, 2026 time series
time seriesforecastingreinforcement learning
The impact of machine learning forecasting on strategic decision-making for bike sharing systems
Angelelli, Mor, Orsenigo +2 Mar 27, 2026 time series
forecastingtime seriesapplication
Recent Open Questions
View all → Develop accurate cluster center proxies
Mar 27, 2026 2 sources
Investigate viable modified gravity models
Mar 29, 2026 1 source
Develop self-consistent modified gravity simulations
Mar 29, 2026 1 source
Evaluate U-Balance on other CPSs
Mar 29, 2026 1 source
Investigate alternative uncertainty estimation
Mar 29, 2026 1 source
Expand ML detector to new burst types
Mar 29, 2026 1 source
Investigate Informative Self-Reports
Mar 29, 2026 1 source
Factors Supporting Explanation Learning
Mar 29, 2026 1 source
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discussions
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concepts
268
open questions
137
papers
13
datasets