Using deep learning to better forecast tropical cyclone tracks and intensities - AIP.ORG

Using deep learning to better forecast tropical cyclone tracks and intensities  AIP.ORG

Deep learning-based semantic matching of cis -regulatory DNA sequences facilitates the prediction...

Deep learning-based semantic matching of cis -regulatory DNA sequences facilitates the prediction of gene function  Nature

Agentic AI for Modern Deep Learning Experimentation - Towards Data Science

Agentic AI for Modern Deep Learning Experimentation  Towards Data Science

From Descartes to Deep Learning: The Mathematics of Thought - Next Big Idea Club

From Descartes to Deep Learning: The Mathematics of Thought  Next Big Idea Club

Optimizers Shape Deep Learning’s Hidden Structures - Quantum Zeitgeist

Optimizers Shape Deep Learning’s Hidden Structures  Quantum Zeitgeist

Computation and deep-learning-driven advances in CRISPR genome editing - Nature

Computation and deep-learning-driven advances in CRISPR genome editing  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

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  Nature

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

Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis -...

Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis  Nature

Deep-learning electronic structure calculations - Nature

Deep-learning electronic structure calculations  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

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

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

Hundred-layer photonic deep learning - Nature

Hundred-layer photonic deep learning  Nature

Deep learning guided design of protease substrates - Nature

Deep learning guided design of protease substrates  Nature

Deep learning for motion classification in ankle exoskeletons using surface EMG and IMU signals -...

Deep learning for motion classification in ankle exoskeletons using surface EMG and IMU signals  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

Glasses-free 3D display with ultrawide viewing range using deep learning - Nature

Glasses-free 3D display with ultrawide viewing range using deep learning  Nature

A deep learning framework for predicting the effect of surface topography on thermal contact resi...

A deep learning framework for predicting the effect of surface topography on thermal contact resistance  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 automatic report generator for retinal optical coherence tomography images ...

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

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

Simpler models can outperform deep learning at climate prediction  MIT News

Dynamic differential privacy technique for deep learning models - Scientific Reports - Nature

Dynamic differential privacy technique for deep learning models - Scientific Reports  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

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

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

Deep learning and multi-objective optimization for real-time occupancy-based energy control in sm...

Deep learning and multi-objective optimization for real-time occupancy-based energy control in smart buildings  Nature

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

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

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

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 framework for standardized analysis of trabecular bone compartments from mi...

A deep learning-based framework for standardized analysis of trabecular bone compartments from micro-CT imaging data in the mouse tibia  Nature

Deep learning-enabled accurate assessment of gait impairments in Parkinson’s disease using smartp...

Deep learning-enabled accurate assessment of gait impairments in Parkinson’s disease using smartphone videos  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

Introducing Nested Learning: A new ML paradigm for continual learning - Google Research

Introducing Nested Learning: A new ML paradigm for continual learning  Google Research

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

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

Template Learning: Deep learning with domain randomization for particle picking in cryo-electron ...

Template Learning: Deep learning with domain randomization for particle picking in cryo-electron tomography  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

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

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

Deep-learning-based virtual screening of antibacterial compounds  Nature

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

Application of deep learning for transformation of Chinese traditional cultural narrative pattern...

Application of deep learning for transformation of Chinese traditional cultural narrative patterns and enhancement of cultural identity empowered by AIGC  Nature

AI based real time disease diagnosis in plants using deep learning driven CNNs - Nature

AI based real time disease diagnosis in plants using deep learning driven CNNs  Nature

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

Assessing the potential of deep learning for protein–ligand docking  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

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

Pancancer outcome prediction via a unified weakly supervised deep learning model  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

Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based ...

Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based templates  Nature

Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive ...

Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study  Nature

Spatial gene expression at single-cell resolution from histology using deep learning with GHIST -...

Spatial gene expression at single-cell resolution from histology using deep learning with GHIST  Nature

Deep learning unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  Nature

Deep learning for image analysis - Nature

Deep learning for image analysis  Nature

Deep-learning-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  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

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

Evidential deep learning-based drug-target interaction prediction  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

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

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

Projection of ENSO using observation-informed deep learning - Nature

Projection of ENSO using observation-informed deep learning  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

Histopathology-based protein multiplex generation using deep learning - Nature

Histopathology-based protein multiplex generation using deep learning  Nature

A multi-model deep learning framework for SEM-based defect detection in - Nature

A multi-model deep learning framework for SEM-based defect detection in  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

Hybrid deep learning and optimization-based land use and land cover classification for advancing ...

Hybrid deep learning and optimization-based land use and land cover classification for advancing sustainable agriculture in Najran city, Saudi Arabia  Nature

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

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  Nature

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

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

Explainable, federated deep learning model predicts disease progression risk of cutaneous squamou...

Explainable, federated deep learning model predicts disease progression risk of cutaneous squamous cell carcinoma  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

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

Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonan...

Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonance images  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

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

DeepDTAGen: a multitask deep learning framework for drug-target affinity prediction and target-aw...

DeepDTAGen: a multitask deep learning framework for drug-target affinity prediction and target-aware drugs generation  Nature

Deep learning optimization of STAR-RIS for enhanced data rate and energy efficiency in 6G wireles...

Deep learning optimization of STAR-RIS for enhanced data rate and energy efficiency in 6G wireless networks  Nature

Evaluation of deep learning models using explainable AI with qualitative and quantitative analysi...

Evaluation of deep learning models using explainable AI with qualitative and quantitative analysis for rice leaf disease detection  Nature

DeepEMs-25: a deep-learning potential to decipher kinetic tug-of-war dictating thermal stability ...

DeepEMs-25: a deep-learning potential to decipher kinetic tug-of-war dictating thermal stability in energetic materials  Nature

Benchmark dataset and deep learning method for global tropical cyclone forecasting - Nature

Benchmark dataset and deep learning method for global tropical cyclone forecasting  Nature

A tailored deep learning approach for early detection of oral cancer using a 19-layer CNN on clin...

A tailored deep learning approach for early detection of oral cancer using a 19-layer CNN on clinical lip and tongue images  Nature

InterpolAI: deep learning-based optical flow interpolation and restoration of biomedical images f...

InterpolAI: deep learning-based optical flow interpolation and restoration of biomedical images for improved 3D tissue mapping  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

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

Using deep learning to generate key variables in global mitigation scenarios  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

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

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

Deep-learning-based single-domain and multidomain protein structure prediction with D-I-TASSER - ...

Deep-learning-based single-domain and multidomain protein structure prediction with D-I-TASSER  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

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

Lightweight deep learning for real-time road distress detection on mobile devices - Nature

Lightweight deep learning for real-time road distress detection on mobile devices  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

scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignme...

scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignment with feature links  Nature

BiaPy: accessible deep learning on bioimages - Nature

BiaPy: accessible deep learning on bioimages  Nature

Deep representation learning using layer-wise VICReg losses - Nature

Deep representation learning using layer-wise VICReg losses  Nature