Q&A: How can deep learning improve physics and engineering? - Penn State University

Q&A: How can deep learning improve physics and engineering?  Penn State University

DECODE: deep learning-based common deconvolution framework for various omics data - Nature

DECODE: deep learning-based common deconvolution framework for various omics data  Nature

Deep Learning Accelerates Citrullinated Peptide Discovery - Bioengineer.org

Deep Learning Accelerates Citrullinated Peptide Discovery  Bioengineer.org

Meet SymTorch: A PyTorch Library that Translates Deep Learning Models into Human-Readable Equatio...

Meet SymTorch: A PyTorch Library that Translates Deep Learning Models into Human-Readable Equations  MarkTechPost

Serial imaging-based deep learning effectively predicts survival in immunotherapy-treated NSCLC -...

Serial imaging-based deep learning effectively predicts survival in immunotherapy-treated NSCLC  Hospital Healthcare Europe

Identifying potential drug candidates with deep learning virtual screening - Phys.org

Identifying potential drug candidates with deep learning virtual screening  Phys.org

Build deep learning model training apps using CNCF Fluid with Amazon EKS - Amazon Web Services (AWS)

Build deep learning model training apps using CNCF Fluid with Amazon EKS  Amazon Web Services (AWS)

New MIT Sloan courses focus on deep learning, generative AI, and financial technology - MIT Sloan

New MIT Sloan courses focus on deep learning, generative AI, and financial technology  MIT Sloan

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  Nature

Q&A: Can mathematics reveal the depth of deep learning AI? - Penn State University

Q&A: Can mathematics reveal the depth of deep learning AI?  Penn State University

Deep learning models simultaneously trained on multiple datasets improve base-editing activity pr...

Deep learning models simultaneously trained on multiple datasets improve base-editing activity prediction  Nature

Deep learning speeds the search for new antibiotic scaffolds - Nature

Deep learning speeds the search for new antibiotic scaffolds  Nature

Evidential deep learning for interatomic potentials - Nature

Evidential deep learning for interatomic potentials  Nature

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear bas...

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines  Nature

Accurate single-domain scaffolding of three nonoverlapping protein epitopes using deep learning -...

Accurate single-domain scaffolding of three nonoverlapping protein epitopes using deep learning  Nature

Predicting human mobility flows in cities using deep learning on satellite imagery - Nature

Predicting human mobility flows in cities using deep learning on satellite imagery  Nature

Fault classification in the architecture of virtual machine using deep learning - Nature

Fault classification in the architecture of virtual machine using deep learning  Nature

Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology ...

Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology and beyond  Nature

Hundred-layer photonic deep learning - Nature

Hundred-layer photonic deep learning  Nature

Integrating protein language and geometric deep learning models for enhanced vaccine antigen pred...

Integrating protein language and geometric deep learning models for enhanced vaccine antigen prediction  Nature

Mammo-AGE: deep learning estimation of breast age from mammograms - Nature

Mammo-AGE: deep learning estimation of breast age from mammograms  Nature

Simpler models can outperform deep learning at climate prediction - MIT News

Simpler models can outperform deep learning at climate prediction  MIT News

Deep-learning-based HER2 status assessment from multimodal breast cancer data predicts neoadjuvan...

Deep-learning-based HER2 status assessment from multimodal breast cancer data predicts neoadjuvant therapy response  Nature

Real-time concrete strength monitoring using piezoelectric sensors and deep learning - Nature

Real-time concrete strength monitoring using piezoelectric sensors and deep learning  Nature

Adaptive stretching of representations across brain regions and deep learning model layers - Nature

Adaptive stretching of representations across brain regions and deep learning model layers  Nature

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors - Nature

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors  Nature

An interactive cascaded deep learning framework with expert refinement for accurate striatal subr...

An interactive cascaded deep learning framework with expert refinement for accurate striatal subregion segmentation  Nature

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hid...

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model  Nature

Deep learning model for assessing survival benefits in hepatocellular carcinoma patients undergoi...

Deep learning model for assessing survival benefits in hepatocellular carcinoma patients undergoing intra-arterial therapies based on proliferative subtype  Nature

A deep learning-based multiscale integration of spatial omics with tumor morphology - Nature

A deep learning-based multiscale integration of spatial omics with tumor morphology  Nature

Investigating whether deep learning models for co-folding learn the physics of protein-ligand int...

Investigating whether deep learning models for co-folding learn the physics of protein-ligand interactions  Nature

Development and validation of a clinical wearable deep learning based continuous inhospital deter...

Development and validation of a clinical wearable deep learning based continuous inhospital deterioration prediction model  Nature

A deep learning based automatic report generator for retinal optical coherence tomography images ...

A deep learning based automatic report generator for retinal optical coherence tomography images  Nature

Deep federated learning: a systematic review of methods, applications, and challenges - Frontiers

Deep federated learning: a systematic review of methods, applications, and challenges  Frontiers

Deep learning predicts real-world electric vehicle direct current charging profiles and durations...

Deep learning predicts real-world electric vehicle direct current charging profiles and durations  Nature

Integrating psychological profiling with deep learning for enhanced boxing action recognition - N...

Integrating psychological profiling with deep learning for enhanced boxing action recognition  Nature

Deep learning prediction of noise-driven nonlinear instabilities in fibre optics - Nature

Deep learning prediction of noise-driven nonlinear instabilities in fibre optics  Nature

Enhancing deep learning-based field reconstruction with a differentiable learning framework - Nature

Enhancing deep learning-based field reconstruction with a differentiable learning framework  Nature

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals ...

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals  Nature

Progress, challenges and future of linguistic neural decoding with deep learning - Nature

Progress, challenges and future of linguistic neural decoding with deep learning  Nature

DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and varia...

DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and variant-induced alterations  Nature

Scalable emulation of protein equilibrium ensembles with generative deep learning - Science | AAAS

Scalable emulation of protein equilibrium ensembles with generative deep learning  Science | AAAS

Explainable multimodal deep learning for predicting thyroid cancer lateral lymph node metastasis ...

Explainable multimodal deep learning for predicting thyroid cancer lateral lymph node metastasis using ultrasound imaging  Nature

Deep-learning-based virtual screening of antibacterial compounds - Nature

Deep-learning-based virtual screening of antibacterial compounds  Nature

Assessing the potential of deep learning for protein–ligand docking - Nature

Assessing the potential of deep learning for protein–ligand docking  Nature

Researchers use deep learning to predict flooding this hurricane season - Virginia Tech News

Researchers use deep learning to predict flooding this hurricane season  Virginia Tech News

Clinical application of deep learning for enhanced multistage caries detection in panoramic radio...

Clinical application of deep learning for enhanced multistage caries detection in panoramic radiographs  Nature

Deep learning approach for screening neonatal cerebral lesions on ultrasound in China - Nature

Deep learning approach for screening neonatal cerebral lesions on ultrasound in China  Nature

Pancancer outcome prediction via a unified weakly supervised deep learning model - Nature

Pancancer outcome prediction via a unified weakly supervised deep learning model  Nature

Design of library intelligent lighting system based on deep learning - Nature

Design of library intelligent lighting system based on deep learning  Nature

Deepath-MSI: a clinic-ready deep learning model for microsatellite instability detection in color...

Deepath-MSI: a clinic-ready deep learning model for microsatellite instability detection in colorectal cancer using whole-slide imaging  Nature

Deep learning unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  Nature

Deep learning-based prediction of the selection factors for quantifying selection in immune recep...

Deep learning-based prediction of the selection factors for quantifying selection in immune receptor repertoires  Nature

DLFea4AMPGen de novo design of antimicrobial peptides by integrating features learned from deep l...

DLFea4AMPGen de novo design of antimicrobial peptides by integrating features learned from deep learning models  Nature

Evidential deep learning-based drug-target interaction prediction - Nature

Evidential deep learning-based drug-target interaction prediction  Nature

Deep-learning-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  Nature

Development of deep learning-based narrow-band imaging endocytoscopic classification for predicti...

Development of deep learning-based narrow-band imaging endocytoscopic classification for predicting colorectal lesions from a retrospective study  Nature

A unified pre-trained deep learning framework for cross-task reaction performance prediction and ...

A unified pre-trained deep learning framework for cross-task reaction performance prediction and synthesis planning  Nature

Skillful subseasonal soil moisture drought forecasts with deep learning-dynamic models - Nature

Skillful subseasonal soil moisture drought forecasts with deep learning-dynamic models  Nature

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis - Nature

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis  Nature

Scalable and lightweight deep learning for efficient high accuracy single-molecule localization m...

Scalable and lightweight deep learning for efficient high accuracy single-molecule localization microscopy  Nature

Histopathology-based protein multiplex generation using deep learning - Nature

Histopathology-based protein multiplex generation using deep learning  Nature

Adaptive fusion based deep learning framework for restoring underwater image quality using multi ...

Adaptive fusion based deep learning framework for restoring underwater image quality using multi scale attention features  Nature

Deep learning based knowledge tracing in intelligent tutoring systems - Nature

Deep learning based knowledge tracing in intelligent tutoring systems  Nature

Deep learning for automated, motion-resolved tumor segmentation in radiotherapy | npj Precision O...

Deep learning for automated, motion-resolved tumor segmentation in radiotherapy | npj Precision Oncology  Nature

Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosi...

Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosis  Nature

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning -...

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  Nature

Deep-learning model for embryo selection using time-lapse imaging of matched high-quality embryos...

Deep-learning model for embryo selection using time-lapse imaging of matched high-quality embryos  Nature

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from f...

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos  Nature

Deep-learning structure elucidation from single-mutant deep mutational scanning - Nature

Deep-learning structure elucidation from single-mutant deep mutational scanning  Nature

Using deep learning to increase the accuracy of computational chemistry and density functional th...

Using deep learning to increase the accuracy of computational chemistry and density functional theory  Microsoft

A deep learning system for detecting silent brain infarction and predicting stroke risk - Nature

A deep learning system for detecting silent brain infarction and predicting stroke risk  Nature

Optimization of deep learning architecture based on multi-path convolutional neural network algor...

Optimization of deep learning architecture based on multi-path convolutional neural network algorithm  Nature

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer - N...

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer  Nature

Deep learning assessment of metastatic relapse risk from digitized breast cancer histological sli...

Deep learning assessment of metastatic relapse risk from digitized breast cancer histological slides  Nature

Classifying and diagnosing Alzheimer’s disease with deep learning using 6735 brain MRI images - N...

Classifying and diagnosing Alzheimer’s disease with deep learning using 6735 brain MRI images  Nature

Accurate de novo design of high-affinity protein-binding macrocycles using deep learning - Nature

Accurate de novo design of high-affinity protein-binding macrocycles using deep learning  Nature

Patent protection of biological genetic resources based on deep learning and artificial intellige...

Patent protection of biological genetic resources based on deep learning and artificial intelligence  Nature

Network-based intrusion detection using deep learning technique - Nature

Network-based intrusion detection using deep learning technique  Nature

An autoencoder driven deep learning geospatial approach to flood vulnerability analysis in the up...

An autoencoder driven deep learning geospatial approach to flood vulnerability analysis in the upper and middle basin of river Damodar  Nature

Predicting expression-altering promoter mutations with deep learning - Science | AAAS

Predicting expression-altering promoter mutations with deep learning  Science | AAAS

Deep learning driven interpretable and informed decision making model for brain tumour prediction...

Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI  Nature

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns -...

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns  Nature

Comparison of deep learning models for predictive maintenance in industrial manufacturing systems...

Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data  Nature

Bayesian deep-learning structured illumination microscopy enables reliable super-resolution imagi...

Bayesian deep-learning structured illumination microscopy enables reliable super-resolution imaging with uncertainty quantification  Nature

Deep knowledge tracing and cognitive load estimation for personalized learning path generation us...

Deep knowledge tracing and cognitive load estimation for personalized learning path generation using neural network architecture  Nature

A novel deep learning model based on YOLOv5 optimal method for coal gangue image recognition - Na...

A novel deep learning model based on YOLOv5 optimal method for coal gangue image recognition  Nature

Performance of deep-learning-based approaches to improve polygenic scores - Nature

Performance of deep-learning-based approaches to improve polygenic scores  Nature

Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolut...

Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolutionary computation  Nature

Using deep learning to generate key variables in global mitigation scenarios - Nature

Using deep learning to generate key variables in global mitigation scenarios  Nature

Deep learning-assisted analysis of single-particle tracking for automated correlation between dif...

Deep learning-assisted analysis of single-particle tracking for automated correlation between diffusion and function  Nature

Deep learning classification integrating embryo images with associated clinical information from ...

Deep learning classification integrating embryo images with associated clinical information from ART cycles  Nature

Bridging deep learning force fields and electronic structures with a physics-informed approach - ...

Bridging deep learning force fields and electronic structures with a physics-informed approach  Nature

Unified deep learning framework for many-body quantum chemistry via Green’s functions - Nature

Unified deep learning framework for many-body quantum chemistry via Green’s functions  Nature

Multimodal deep learning for chemical toxicity prediction and management - Nature

Multimodal deep learning for chemical toxicity prediction and management  Nature

Trade-offs between machine learning and deep learning for mental illness detection on social medi...

Trade-offs between machine learning and deep learning for mental illness detection on social media  Nature

Predicting gene expression from DNA sequence using deep learning models - Nature

Predicting gene expression from DNA sequence using deep learning models  Nature

A deep learning approach to stress recognition through multimodal physiological signal image tran...

A deep learning approach to stress recognition through multimodal physiological signal image transformation  Nature

BiaPy: accessible deep learning on bioimages - Nature

BiaPy: accessible deep learning on bioimages  Nature

Top 10 Deep Learning Algorithms You Should Know in 2026 - Simplilearn.com

Top 10 Deep Learning Algorithms You Should Know in 2026  Simplilearn.com