Computational Geometry Design and Analysis of Algorithms VLSI Layout Systems Web-Based Computing Information Security"

High-Speed Semiconductor Devices and High-Frequency Integrated Circuits for Communication, Interconnection and Imaging Systems

Microlithography，Semiconductor manufacturing technology

Compound Semiconductor Materials and Devices，Molecular Beam Epitaxy

B5G/6G baseband signal processing and IC，Software-defined radio，Neural Network IC and applicaitons， autoML

Semiconductor Lasers，Broadband Semiconductor Optical Amplifiers，Nano-optoelectronics，Light Emission Based on Si

Analog/Mixed-Signal IC Design

SiGe/GeSn epi/photonics, stacked 3D transistors, thermal simulation (physics-based and neural network-based), IGZO TFT, and solar cells

Physical Design for Nanometer ICs, 2.5D/3D Heterogeneous Integration, Design for Manufacturability, Electronic Design Automation, AI for EDA & EDA for AI

CAD/VLSI，Signal Processing，AI/GAI

Organic Optoelectronic Semiconductors and Devices，Display technologies,lighting technologies，Nano science and technologies，Soft (flexible) electronics

VLSI CAD．Microprocessor Design，RF Mix/Signal Circuit Design

RF/Microwave Integrated Circuits，Mixed-Signal Integrated Circuits

Computer Architecture, ELS, Storage System"

Analog/Mixed-Signal Circuit Design，RFIC Design and PLL Systems

Semiconductor nanostructures，Organic semiconductors，Semiconductor physics，Surfaces and interfaces of semiconductors，Nitride-based semiconductor devices

RF/Analog/Mixed-Signal IC Design, Sensor Interface Circuit Design, Wireless Transceiver Circuit Design

High-speed wireless and wireline transceivers, phase-locked loops, and data converters.

RF Power Amplifier, RFIC, LCD Driver / LED Driver IC, Power Management IC, Mixed-signal IC, System-in-Package (SiP), Digital Signal Processing

Multimedia Signal Processing，Multimedia VLSI Design，SoC Design Methodology

Logic and System Synthesis, Formal Verification, Quantum Computation, Computation Models of Biochemical Systems.

Our research focuses on (1) Automatic Test Pattern Generation, ATPG (2) VLSI Diagnosis and Yield Improvement (3) Testing quantum circuits (4) Testing AI chips (5) Machine Learning for EDA (such as IR drop analysis) for more details, http://cc.ee.ntu.edu.tw/~cmli http://lads.ee.ntu.edu.tw

VLSI testing, automatic test equipment, hardware security and trust

Growth and Device Applications of Graphene, Growth and Optical- and Electrical- Device Applications

Energy-Efficient(Low-Power/High-Speed) Analog/Mixed-Signal IC Design，Data Converters，Energy Harvesting Power Converters，Mixed-Signal Space Chips，PUF-based Hardware Security Chips，High-Speed I/O，PLL/DLL

http://dvlab.ee.ntu.edu.tw SoC Design Verification，Design Automation and Optimization，Design for Verifiability，Constraint Satisfication Problem (CSP)

Bio/MEMS hybrid technology, Nano-Micro fabrication technology and application, and Nanobiotechnology

Advanced ALD Technology，Nanoscale Transistors，Nanoplasmonics and Surface Enhanced Raman Scattering (SERS)，ALD-assisted Photonics

Timing analysis and optimization，Engineering change order optimization，Physical design automation，Design for manufacturability，Machine learning based design automation

AI chip, Biomedical VLSI Signal Processing, Digital Communication IC

Digital VLSI circuit and system design; High performance computing and hardware accelerators;

Compound semiconductor microelectronic and optoelectronic devices, light-emitting transistors and transistor lasers, vertical-cavity surface-emitting lasers, DFB lasers, 2D material devices, optoelectronic integrated circuits, high frequency and high power GaN HEMTs.

1. Ge nanosheet FETs and direct-band gap GeSn transistors 2. Quantum computing: cryo-CMOS IC design (mixer, amplifier, DA/AD converters), and FPGA control for qubits. 3. Quantum devices: semiconductor quantum dots, superconducting Josephson junctions, superconductor/semiconductor heterojunctions, and superconducting FETs. 4. Si photonics: GeSn modulators and photodetectors 5. Spintronics: spin-orbit coupling, spin injection, spin FETs

IC Packaging Characterization，Low Temperature Cofired Ceramic design，RF IC

Power Electronics，Power IC

Integrated Circuit and System Design, IoT and Biomedical Electronics, AI System, Hardware Security

Systems and synthetic biology, Cell division

RF, mm-wave, and THz integrated circuit designs, antenna designs, system-on-package (SoP)-heterogeneous-integration designs, phased-array, radar, imaging, and wireless communication system designs, and RF energy harvesting and wireless power transmission system designs

(1) Ferroelectric FET, memory and circuits for ultra-low power and neuromorphic applications. (2) Silicon, Ge, III-V, and 2D materials based nano-electronics. (3) Low power and high performance SRAM design. (4) Monolithic 3D IC and system-technology co-optimization.

Negative Capacitance (NC), Ferroelectric Memory/Synapse, GaN-based Devices & Polarization Applications, Device Fabrication and Electrical Analysis

Intelligent Robotics, Reinforcement Learning, Virtual-to-Real Learning with Digital Twins, Computer Vision, Parallel Computing and Parallel Computing Architecture, Electronic Design Automation

Plasma medicine, Solid-state high-voltage(kV) high frequency (kHz) plasma circuit design, AI medicine

Microlithography processes and equipment, Design for manufacturability and variability of nanometer ICs, Nanoscale detection and servo systems, Multiobjective robust optimal control, System identification, Convenx optimization and its engineering applications

My major research areas cover from flexible electronics, heterogeneous electronics, and novel nano-fabrications techniques. In the flexible electronics, I focus on exploiting the applications of the flexible thin-film nanomembranes in its high-speed, high-power, opto, and medical applications. The uniqueness of the releasable single crystal nanomembranes can also achieve heterogeneous integration of different materials to boost the electronics performance that is not achievable through traditional epitaxial growth approaches. In the nanoelectronics, I will focus on the interaction of small molecular chemicals and its interaction with the semiconductor materials to achieve the sub-10nm fabrication proc

Formal Methods, Software Engineering and Program Verification, EDA and Hardware Model Checking, Confidential Computing and Firmware Analysis, AI for Formal & Formal for AI, Satisfiability Solving

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Digital IC design, processor architecture, SoC architecture, emerging computing platform architecture (AI computing, quantum computing, blockchain), technology management and strategy analysis