LSTM Networks

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Mamba-Assisted Non-Markovian Closure for Reduced-Order Modeling

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

Forecast and Model Predictive Control of Distributed Energy Resource Aggregators for Net-Demand Balancing

 📈Time Series Forecasting  Content type: Academic
arxiv.org·
Less-relevant results

When Do Autoregressive Sequence Models Forecast Physical Wavefields? A Controlled Study on Synthetic Seismograms

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

Uncertainty Aware Functional Behavior Prediction and Material Fatigue Assessment for Circular Factory

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

GraphRAG – a knowledge graph LLMs can traverse and write back to

 🕸️Graph Neural Networks  Content type: Code
github.com··Hacker News

The Language of Elution: Autoregressive Prediction of the Next Feature in Untargeted LC-HRMS Lipidomics

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

Generic Triple-Latent Compression with Gated Associative Retrieval

 🔄Sequence-to-Sequence Models  Content type: Academic
arxiv.org·

Interpretable Temporal Facial-Region Motion Analysis for In-the-Wild Parkinson's Disease Video Classification

 🤖Transformer Architecture  Content type: Academic
arxiv.org·

ActProbe: Action-Space Probe for Early Failure Detection of Generative Robot Policies

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

Phonetic Error Analysis of Raw Waveform Acoustic Models

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

Reinforcement Learning for Flow-Matching Policies with Density Transport

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

Field Validation of a Multi-Resolution ConvLSTM Framework for Retaining Wall Deformation Prediction

 🔮ML  Content type: Academic
arxiv.org·

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

 🧠Neural Network Architectures  Content type: Academic
arxiv.org·

Rethinking IoT Intrusion Detection: Augmenting Routing Metrics with Radio Features

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

TextEconomizer: Enhancing Lossy Text Compression with Denoising Transformers and Entropy Coding

 🔄Sequence-to-Sequence Models  Content type: Academic
arxiv.org·

Physiologically Constrained Musculoskeletal Neural Network for Multi-DoF Joint Kinematics Estimation from Partially Observed sEMG

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks

 📈Time Series Forecasting  Content type: Academic
arxiv.org·

From Prediction to Self: Developmental Conditions for Agency in Minimal Neural Systems

 🤖Transformer Architecture  Content type: Academic
arxiv.org·

CG-MambaNet: A spatiotemporal framework for cross-patient epileptic seizure prediction using CNN-GCN-Mamba-BiLSTM with event-level clinical evaluation

 🕸️Graph Neural Networks  Content type: Academic
arxiv.org·

Transition-Based Digital Twin Modelling for Alzheimer's Disease under Sparse Longitudinal Data

 📈Time Series Forecasting  Content type: Academic
arxiv.org·
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