Advanced Intelligent Systems

Papers
(The TQCC of Advanced Intelligent Systems is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Infrared‐Driven Polymer Intelligence305
Ultra‐High Gauge Factor Strain Sensor with Wide‐Range Stretchability185
A System‐Level Feasibility Study of a Lead‐Free Ultrasonically Powered Light Delivery Implant for Optogenetics170
Error Detection and Correction Method Toward Fully Memristive Stateful Logic Design170
Evolutionary Codesign and Fabrication of Tensegrity Joints with Integrated Pneumatic Artificial Muscles170
Forming‐Free Resistive Switching Memory Crosspoint Arrays for In‐Memory Machine Learning165
Design of a Liquid‐Driven Laser Scanner with Low Voltage Based on Liquid‐Infused Membrane160
Design and Motion Controllability of Emerging Hydrogel Micro/Nanorobots126
Robot‐Assisted Measurement of the Critical Micelle Concentration124
Learning to Prevent Grasp Failure with Soft Hands: From Online Prediction to Dual‐Arm Grasp Recovery123
Volume 4 of Advanced Intelligent Systems: Innovative Publishing and Higher Impact122
Phase Stability in Rare‐Earth‐Doped Apatites: A Machine Learning Approach106
An Autoencoder‐Based Deep‐Learning Method for Augmenting the Sensing Capability of Piezoelectric Microelectromechanical System Sensors in a Fluid‐Dynamic System98
A Synthesized Neural Control System for Bioinspired Robots to Achieve Diverse Locomotion85
Acoustic Manipulation of Particles in Microfluidic Chips with an Adaptive Controller that Models Acoustic Fields84
Collaborative Magnetic Agents for 3D Microrobotic Grasping83
Masthead82
Insect‐Inspired Drones: Adjusting the Flapping Kinetics of Insect‐Inspired Wings Improves Aerodynamic Performance80
Magnetic Resonance Imaging‐Based Tracking and Navigation of Submillimeter‐Scale Wireless Magnetic Robots79
Issue Information78
Motion Enhanced Multi‐Level Tracker (MEMTrack): A Deep Learning‐Based Approach to Microrobot Tracking in Dense and Low‐Contrast Environments75
Materializing Autonomy in Soft Robots across Scales74
Fluid‐Driven Director‐Field Design Enables Versatile Deployment of Multistable Structures62
Emergence of In‐Materio Intelligence from an Incidental Structure of a Single‐Walled Carbon Nanotube–Porphyrin Polyoxometalate Random Network60
A Roll‐to‐Roll Gravure‐Printing System for Manufacturing Near‐Field Energy‐Harvesting Labels59
Adaptive Photochemical Nonlinearities for Optical Neural Networks59
Masthead59
Design, Control, and Motion Strategy of TRADY: Tilted‐Rotor‐Equipped Aerial Robot With Autonomous In‐Flight Assembly and Disassembly Ability57
Advancements in Machine Learning for Microrobotics in Biomedicine55
Intelligent Online Sensing of Defects Evolution in Metallic Materials during Plastic Deformation55
Automatic Tracking of Surgical Instruments with a Continuum Laparoscope Using Data‐Driven Control in Robotic Surgery54
Octopus‐Inspired Adaptable Soft Grippers Based on 4D Printing: Numerical Modeling, Inverse Design, and Experimental Validation53
Optical‐Nanofiber‐Enabled Gesture‐Recognition Wristband for Human–Machine Interaction with the Assistance of Machine Learning53
Robotic Pill for Biomarker and Fluid Sampling in the Gastrointestinal Tract50
In Materia Neuron Spiking Plasticity for Sequential Event Processing Based on Dual‐Mode Memristor48
Harnessing Deep Learning of Point Clouds for Morphology Mimicking of Universal 3D Shape‐Morphing Devices48
Diversity‐Based Topology Optimization of Soft Robotic Grippers48
Linear and Tree‐Based Intelligent Investigation of Cross‐Domain Housing Features to Enhance Energy Efficiency47
Joint Radar and Communication Empowered by Digital Programmable Metasurface46
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Speech Recognition with Cochlea‐Inspired In‐Sensor Computing46
A Fully Integrated System‐on‐Chip Design with Scalable Resistive Random‐Access Memory Tile Design for Analog in‐Memory Computing46
Issue Information46
Special Robotic Stylet for Assisting Endotracheal Intubation Based on Multisegment Continuum Mechanism45
Mechatronic Reconfigurable Intelligent‐Surface‐Driven Indoor Fifth‐Generation Wireless Communication45
Robotic Environmental Monitoring Using Gelatin Hydrogels as a Biodegradable Adhesive45
On‐Device Brain Tumor Classification from MR Images Using Smartphone44
Artificial Intelligence‐Based Material Discovery for Clean Energy Future44
Quantum Dots‐Functionalized Encryption Camera for Text Image Security Protection43
A Robotic Prosthetic Hand for Computer Mouse Operations43
Performance Prediction and Experimental Optimization Assisted by Machine Learning for Organic Photovoltaics43
Back‐End CMOS Compatible and Flexible Ferroelectric Memories for Neuromorphic Computing and Adaptive Sensing42
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MA‐CAT: Misclassification‐Aware Contrastive Adversarial Training41
Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning40
Memristive Cosine‐Similarity‐Based Few‐Shot Learning with Lifelong Memory Adaptation40
A Literature Survey on Potential Private User Information Leakage in Metaverse Applications40
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4D Printing of Polyethylene Glycol‐Grafted Carbon Nanotube‐Reinforced Polyvinyl Chloride–Polycaprolactone Composites for Enhanced Shape Recovery and Thermomechanical Performance38
Deep Learning‐Based Skin Diseases Classification using Smartphones38
Identification of Location and Geometry of Invisible Internal Defects in Structures using Deep Learning and Surface Deformation Field37
Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems37
Regulating Airflow Using Hybrid LCN for Soft Pneumatic Circuits36
A Flytrap‐Inspired Bistable Origami‐Based Gripper for Rapid Active Debris Removal36
Deep‐Learning Model for Central Nervous System Infection Diagnosis and Prognosis Using Label‐Free 3D Immune‐Cell Morphology in the Cerebrospinal Fluid36
Liquid Metal Sloshing for High‐Load Active Self‐Healing System: An Application to Tendon‐Driven Legged Robot36
Masthead35
Simple Data Transformations for Mitigating the Syntactic Similarity to Improve Sentence Embeddings at Supervised Contrastive Learning35
Toward a Lossless Conversion for Spiking Neural Networks with Negative‐Spike Dynamics35
Deep Learning‐Based Bluetooth Low‐Energy 5.1 Multianchor Indoor Positioning with Attentional Data Filtering35
Smart Denture with Embedded Thin‐Film Temperature Sensors Patterned by Femtosecond Laser Pulse for Elderly Healthcare34
Artificial‐Intelligence‐Powered Lower Limb Assistive Devices: Future of Home Care Technologies34
Optimal Weight‐Splitting in Resistive Random Access Memory‐Based Computing‐in‐Memory Macros34
Autonomous Navigation of Bio‐Intelligent Cyborg Insect Based on Insect Visual Perception34
OXidative Stress PREDictor: A Supervised Learning Approach for Annotating Cellular Oxidative Stress States in Inflammatory Cells34
A Multifault‐Tolerant Training Scheme for Nonideal Memristive Neural Networks33
A Dual‐Origami Design that Enables the Quasisequential Deployment and Bending Motion of Soft Robots and Grippers33
Personalized Kirigami Strain Sensors for in vivo Applications33
Reprogrammable, In‐Materia Matrix‐Vector Multiplication with Floppy Modes33
FI‐Net: Rethinking Feature Interactions for Medical Image Segmentation32
Interactive Intelligent Systems and Haptic Interfaces32
Self‐Regulated Self‐Healing Robotic Gripper for Resilient and Adaptive Grasping31
A Micro‐3‐Degree‐of‐Freedom Force Sensor for Intraocular Dexterous Surgical Robots31
Liquid‐Amplified Electrostatically Driven Octopus Sucker‐Inspired Suction Cup31
Intelligent Soft Actuators and Flexible Devices31
Memristive Crossbar Arrays for Storage and Computing Applications30
Magnetically Guided Laser Surgery for the Treatment of Twin‐to‐Twin Transfusion Syndrome30
Biorobotic Waterfowl Flipper with Skeletal Skins in a Computational Framework: Kinematic Conformation and Hydrodynamic Analysis30
Variability in Resistive Memories30
A Shared Control Method for Teleoperated Robot Using Artificial Potential Field30
Invariant Neuromorphic Representations of Tactile Stimuli Improve Robustness of a Real‐Time Texture Classification System30
A Soft Enveloping Gripper with Enhanced Grasping Ability via Morphological Adaptability30
Fast and Reconfigurable Logic Synthesis in Memristor Crossbar Array30
Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network30
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Enhanced Embolic Signal Analysis through Ensemble Deep Learning Techniques Utilizing Transfer Learning and Layer Freezing Strategies29
Pursuing Intelligent Behavior in Cyber−Physical Systems by Lightweight Diagnosis29
Magnetic Actuation for Mechanomedicine29
Remapping Wetness Perception in Upper Limb Amputees29
Mobile Ultrasound Tracking and Magnetic Control for Long‐Distance Endovascular Navigation of Untethered Miniature Robots against Pulsatile Flow29
H‐PME: Development of a Robot Skin Using Halbach Array Permanent Magnet Elastomer29
Mechanochemical‐Induced Swelling–Activation of a Gastric‐Deployable 4D‐Printed Polypill Inspired by Natural Hygromorphic Actuators29
Magnetically Engineered Conductivity of Soft Liquid Metal Composites for Robotic, Wearable Electronic, and Medical Applications29
Novel Multi‐configuration Elastic Actuator with Controllable Energy Flow and Power Modulation for Dynamic Energy Robot Systems29
Predicting Atomic Force Microscopy Topography from Optical Microscopes Using Deep Learning28
A Prosthetic Hand with Integrated Sensing Elements for Selective Detection of Mechanical and Thermal Stimuli28
Origami‐Inspired Modular Electro‐Ribbon Actuator for Multi‐Degrees of Freedom Motion28
A Soft Enveloping Gripper with Enhanced Grasping Ability via Morphological Adaptability28
Long‐Distance Autonomous Navigation of Optical Microrobotic Swarms in Complex Environments27
Encoding Multiple Information into European Article Number (EAN)‐13 Codes with Various Chromic Sensing Materials to Construct Intelligent Barcodes27
Ensembled Deep Learning for the Classification of Human Sperm Head Morphology27
Self‐Powered Smart Vibration Absorber for In Situ Sensing and Energy Harvesting27
Deformable Capsules for Object Detection27
Masthead27
Dynamic Distribution‐Based Multiagent Cooperative Defense: An Enhanced Resource Allocation and Defense Efficiency Strategy27
Infusing a Convolutional Neural Network with Encoded Joint Node Image Data to Recognize 25 Daily Human Activities27
Morphology Classification of Live Unstained Human Sperm Using Ensemble Deep Learning27
A Quad‐Unit Dielectric Elastomer Actuator for Programmable Two‐Dimensional Trajectories27
Self‐Sustained Robots Based on Functionally Graded Elastomeric Actuators Carrying up to 22 Times Their Body Weight26
Neural Network Physically Unclonable Function: A Trainable Physically Unclonable Function System with Unassailability against Deep Learning Attacks Using Memristor Array26
Electrically Conductive and Recyclable Biocomposite Coatings for Robotic Grippers and Touch Sensors26
A Soft Sensor for Bleeding Detection in Colonoscopies26
Low‐Cost Data Glove Based on Deep‐Learning‐Enhanced Flexible Multiwalled Carbon Nanotube Sensors for Real‐Time Gesture Recognition26
Monolithic Desktop Digital Fabrication of Autonomous Walking Robots26
Prediction of Stem Cell State Using Cell Image‐Based Deep Learning26
An Artificial Neuron with a Leaky Fin‐Shaped Field‐Effect Transistor for a Highly Scalable Capacitive Neural Network26
Insect‐Inspired Resilient Machines25
3D Printing of Multilayer Magnetic Miniature Soft Robots with Programmable Magnetization25
Magnetically Actuated Reconfigurable Metamaterials as Conformal Electromagnetic Filters25
Research Acceleration in Self‐Driving Labs: Technological Roadmap toward Accelerated Materials and Molecular Discovery25
Artificial Intelligence without Digital Computers: Programming Matter at a Molecular Scale25
High‐Speed NIR‐Driven Untethered 3D‐Printed Hydrogel Microrobots in High‐Viscosity Liquids25
Motion‐Compensation Control of Supernumerary Robotic Arms Subject to Human‐Induced Disturbances25
Optical Nanofiber Skins for Multifunctional Humanoid Tactility25
Ultrasensitive Flexible Memory Phototransistor with Detectivity of 1.8×1013 Jones for Artificial Visual Nociceptor25
Interactive Prompt‐Guided Robotic Grasping for Arbitrary Objects Based on Promptable Segment Anything Model and Force‐Closure Analysis25
Liquid Metal‐Based Strain Sensor with Ultralow Detection Limit for Human–Machine Interface Applications24
Programmable and Variable‐Stiffness Robotic Skins for Pneumatic Actuation24
Neonatal Respiration Monitoring System with Synchronized Oxygen Supply and Machine Learning‐Based Breathing Classification23
Insight into Microdispersion Flows with a Novel Video Deep Learning Method23
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Glove‐ and Sleeve‐Format Variable‐Friction Electrostatic Clutches for Kinesthetic Haptics23
Fast‐Moving and Highly Adaptable Hollow Piezoelectric Miniature Robot23
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Environmental Adaptability of Legged Robots with Cutaneous Inflation and Sensation23
Liquid Metal Interdigitated Capacitive Strain Sensor with Normal Stress Insensitivity23
Masthead23
Development of Self‐Folded Corrugated Structures Using Automatic Origami Technique by Inkjet Printing23
Multimodal Learning‐Based Proactive Human Handover Intention Prediction Using Wearable Data Gloves and Augmented Reality22
Robust Reinforcement Learning Control Framework for a Quadrotor Unmanned Aerial Vehicle Using Critic Neural Network22
Automatic Prediction of Metal–Oxide–Semiconductor Field‐Effect Transistor Threshold Voltage Using Machine Learning Algorithm22
Shape Memory Soft Robotics with Yield Stress Fluids22
Microrobotic Locomotion in Blood Vessels: A Computational Study on the Performance of Surface Microrollers in the Cardiovascular System22
Fabric‐Based Star Soft Robotic Gripper22
Coil Formation and Biomimetic Performance Characterization of Twisted Coiled Polymer Artificial Muscles22
Multi‐Event‐Camera Depth Estimation and Outlier Rejection by Refocused Events Fusion22
A Novel Parameter Estimation Method for Pneumatic Soft Hand Control Applying Logarithmic Decrement for Pseudo‐Rigid Body Modeling22
Neuron‐Inspired Time‐of‐Flight Sensing via Spike‐Timing‐Dependent Plasticity of Artificial Synapses22
Multilevel Modeling of Joint Damage in Rheumatoid Arthritis22
Fluid‐Driven High‐Performance Bionic Artificial Muscle with Adjustable Muscle Architecture22
PUMA: Deep Metric Imitation Learning for Stable Motion Primitives22
Multifunctional In‐Memory Analog‐to‐Digital Converter for Next‐Gen Compute‐in‐Memory Systems21
Regolith Excavation Performance of a Screw‐Propelled Vehicle21
Inchworm‐Like Soft Robot with Multimodal Locomotion Using an Acrylic Stick‐Constrained Dielectric Elastomer Actuator21
A Bioinspired Shape Memory Alloy Based Soft Robotic System for Deep‐Sea Exploration21
An Eyeball‐Movement‐Inspired Multi‐DOF Miniature Piezoelectric Actuator with Strong Load‐Driving Capability21
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A Learning‐Based Sensor Array for Untethered Soft Prosthetic Hand Aiming at Restoring Tactile Sensation20
Modular Robots for Enabling Operations in Unstructured Extreme Environments20
Decoupling Implantation Prediction and Embryo Ranking in Machine Learning: The Impact of Clinical Data and Discarded Embryos20
A Neuromorphic Vision and Feedback Sensor Fusion Based on Spiking Neural Networks for Real‐Time Robot Adaption20
Self‐Sustained and Coordinated Rhythmic Deformations with SMA for Controller‐Free Locomotion20
Robotic Needle Steering for Percutaneous Interventions: Sensing, Modeling, and Control20
Recent Advances in Solution‐Processable Organic Photodetectors and Applications in Flexible Electronics20
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Thermometric Based‐Microswimmers with Chemical and Optical Engines20
An Ensemble Cascade Forest‐Based Framework for Multi‐Omics Drug Response and Synergy Prediction20
A Motion‐Sensing Integrated Soft Robot with Triboelectric Nanogenerator for Pipeline Inspection20
Uncontrolled Learning: Codesign of Neuromorphic Hardware Topology for Neuromorphic Algorithms20
Electrically Controlled Liquid Crystal Elastomer Surfaces for Dynamic Wrinkling20
Actuation of Mobile Microbots: A Review20
Dual Neural Network Framework with SPICE Integration for Fast and Accurate Transistor Modeling20
Skin‐Like Airflow Odometry for Micro Aerial Vehicles Based on Distributed Thermal Anemometers20
A Soft Robotic Textile‐Actuated Anthropomorphic Artificial Shoulder Mechanism20
A Hybrid Haptic Device Integrating Pneumatic and Electromagnetic Actuators for Realistic Tactile Signal Feedback20
Tactile Sensing for Soft Robotic Manipulators in 50 MPa Hydrostatic Pressure Environments20
Design of CLARI: A Miniature Modular Origami Passive Shape‐Morphing Robot20
Masthead19
Ion Migration‐Modulated Flexible MXene Synapse for Biomimetic Multimode Afferent Nervous System: Material and Motion Cognition19
A Gate Multiplexing Architecture‐Based Artificial Visual Sensor and Memory System19
Magneto‐Responsive Polymeric Soft‐Shell‐Based Capsule Endoscopy for High‐Performance Gastrointestinal Exploration via Morphological Shape Control19
Dimensions of Smart Additive Manufacturing19
A Soft Robotic Morphing Wing for Unmanned Underwater Vehicles19
WingSegment: A Computer Vision‐Based Hybrid Approach for Insect Wing Image Segmentation and 3D Printing19
Issue Information19
A Wearable Glove with Electrothermal‐Controlled Ionogels for Adhesive Gripping19
Emerging Applications of Mass Spectrometry‐Based Metabolic Fingerprinting in Clinics19
Machine‐Learned Light‐Field Camera that Reads Facial Expression from High‐Contrast and Illumination Invariant 3D Facial Images19
A Field Programmable Gate Array‐Assisted Optoelectronic Emulator for Photonic Neuromorphic Computing19
Novel Force Measurement System for Soft Tissue Balance in Total Knee Arthroplasty Based on Flexible Pressure Sensor Arrays19
Hardware‐Mappable Cellular Neural Networks for Distributed Wavefront Detection in Next‐Generation Cardiac Implants19
Convolutional Echo‐State Network with Random Memristors for Spatiotemporal Signal Classification19
Biomimetic, Programmable, and Part‐by‐Part Maneuverable Single‐Body Shape‐Morphing Film19
Modeling of 3D NAND Characteristics for Cross‐Temperature by Using Graph Neural Network and Its Application19
Information Processing Capacity of Spintronic Oscillator18
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Accurate and Efficient End‐Effector Tracking for Quadrupedal Mobile Manipulators through Coordinated Motion and Decoupled Control18
Printed Wearable Sweat Rate Sensor for Continuous In Situ Perspiration Measurement18
Bistable Helical Origami Gripper for Sensor Placement on Branches18
A Soft Growing Robot Using Hyperelastic Material18
Engineering Strategies for Advancing Optical Signal Outputs in Smartphone‐Enabled Point‐of‐Care Diagnostics18
Spatiotemporally Controlled Soft Robotics with Optically Responsive Liquid Crystal Elastomers18
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A Chemical Pump that Generates High‐Pressure Gas by Transmitting Liquid Fuel against Pressure Gradient17
Cooperative Merging in Mixed Traffic Based on Strategic Influence of Connected Automated Vehicles on Human‐Driven Vehicle Behavior17
Self‐Driving Lab for Solid‐Phase Extraction Process Optimization and Application to Nucleic Acid Purification17
Artificial Intelligence–Enabled Gesture‐Language‐Recognition Feedback System Using Strain‐Sensor‐Arrays‐Based Smart Glove17
Magnetic Fluid‐Driven Vine Robots for Minimally Invasive Tissue Biopsy Sampling17
Machine Learning Based on Digital Image Colorimetry Driven In Situ, Noncontact Plasma Etch Depth Prediction17
Soft Robots Proprioception Through Stretchable Laser‐Induced Graphene Strain Sensors17
Adaptive Actuation of Magnetic Soft Robots Using Deep Reinforcement Learning17
Recent Advances in Machine Learning for Fiber Optic Sensor Applications17
A Review on High‐Frequency Dielectric Elastomer Actuators: Materials, Dynamics, and Applications17
A Novel Flexible Centralized Force Sensor Based on Tri‐Axis Force Refactoring Method for Arbitrary Force Components Measurement17
Classification of Pulmonary Nodules Using Multimodal Feature‐Driven Graph Convolutional Networks with Specificity Proficiency17
Graph‐Based Representation Approach for Deep Learning of Organic Light‐Emitting Diode Devices17
Self‐Powered Multimodal Sensing Using Energy‐Generating Solar Skin for Robotics and Smart Wearables17
High‐Speed Rotary Motor for Multidomain Operations Driven by Resonant Dielectric Elastomer Actuators17
Light‐Fueled Climbing of Monolithic Torsional Soft Robots via Molecular Engineering17
1/f Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network17
2D Metal–Organic Framework Based Optoelectronic Neuromorphic Transistors for Human Emotion Simulation and Neuromorphic Computing17
π‐PhenoDrug: A Comprehensive Deep Learning‐Based Pipeline for Phenotypic Drug Screening in High‐Content Analysis17
Masthead16
Scan and 3D Print: Magnetic Resonance Imaging‐Guided, Monolithic Desktop Fabrication of Highly Biomimetic Skeletal System of the Human Hand16
Proprioceptive and Exteroceptive Information Perception in a Fabric Soft Robotic Arm via Physical Reservoir Computing with Minimal Training Data16
Experimental Demonstration of High‐Performance Physical Reservoir Computing with Nonlinear Interfered Spin Wave Multidetection16
Is There a Difference between Paper and Electronic Chinese Signatures?16
Vehicle Surroundings Perception Using Micro‐electromechanical Systems Inertial Sensors16
Directionally Compliant Legs Enabling Crevasse Traversal in Small Ground‐Based Robots16
Multisensory Pseudo‐Haptics for Rendering Manual Interactions with Virtual Objects16
Masthead16
A Markerless 3D Tracking Framework for Continuum Surgical Tools Using a Surgical Tool Partial Pose Estimation Network Based on Domain Randomization16
Configuration Design and Analysis of Reconfigurable Supernumerary Robotic Legs for Multitask Adaptation: SuperLegs16
Dual‐Function Tactile Sensor with Linear Pressure and Temperature Perception at Low Degree of Coupling16
Spatiotemporally Programmable Surfaces via Viscoelastic Shell Snapping16
Artificial Phototropic Systems for Enhanced Light Harvesting Based on a Liquid Crystal Elastomer16
Fabric‐Based Star Soft Robotic Gripper16
Precise Real‐Time Measurement of Liquid Viscosity Using Digital Video Data16
Imaging‐Based Lensless Polarization‐Sensitive Fluid Stream Analyzer for Automated, Label‐Free, and Cost‐Effective Microplastic Classification16
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