๐๐๐ญ๐ก๐จ๐๐ฌ ๐๐ง๐ ๐๐ฆ๐ฉ๐ฅ๐๐ฆ๐๐ง๐ญ๐๐ญ๐ข๐จ๐ง ๐๐๐ญ๐ก๐ฌ ๐๐จ๐ซ ๐๐ฏ๐๐ฅ๐ฎ๐๐ญ๐ข๐ง๐ ๐ญ๐ก๐ ๐๐ฆ๐ฉ๐๐๐ญ ๐จ๐ ๐๐๐๐ฉ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐๐ฌ๐๐ ๐จ๐ง ๐๐ข๐ ๐๐๐ญ๐ ๐จ๐ง ๐๐๐๐จ๐ฅ๐จ๐ ๐ข๐๐๐ฅ ๐๐ง๐ ๐๐จ๐ฅ๐ข๐ญ๐ข๐๐๐ฅ ๐๐๐ฎ๐๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐๐๐ง๐ญ๐๐ฅ ๐๐๐๐ฅ๐ญ๐ก ๐จ๐ ๐๐จ๐ฅ๐ฅ๐๐ ๐ ๐๐ญ๐ฎ๐๐๐ง๐ญ๐ฌ
doi.org/10.1142/S01291564254โฆ
Why should you read this research article?
โถ๏ธ Proposes a #BigData-driven framework for evaluating the deep learning effectiveness of college students in ideological, political and mental health courses, addressing the critical challenge of complex nonlinear relationships between multi-dimensional learning behaviour indicators that undermine conventional evaluation accuracy.
โถ๏ธ Employs the #RBF (#RadialBasisFunction) kernel function to preprocess learning behaviour data extracted from online learning platforms and #LMS systems โ mapping data into high-dimensional space and applying #KNN interpolation to fill missing values, ensuring data integrity before evaluation.
โถ๏ธ Constructs a structured three-layer evaluation index system using the #AnalyticHierarchyProcess (#AHP) combined with a 9-point comparison scale and expert scoring, assigning weighted coefficients to indicators spanning ideological literacy, mental health awareness, and critical thinking ability to reduce the impact of data nonlinearity.
โถ๏ธ Introduces an improved #BPNeuralNetwork with a momentum term to accelerate convergence and reduce oscillation, enabling a multi-input, multi-output network to accurately model the complex relationship between evaluation indicators and deep learning outcomes across varied data volumes.
โถ๏ธ Demonstrates strong predictive performance with a maximum residual difference of no more than 0.34, a G-value of 0.972, and an F1-value of 0.986 โ outperforming two benchmark methods โ validating the model's robustness, stability, and applicability for broader educational evaluation contexts.
Recommend this journal to your library today. We will be happy to work with your librarian to get you the necessary access โ email us at [email protected] to kickstart this access today!
World Scientific is at ๐๐๐ ๐๐๐๐ญ๐ข๐ง๐ ๐๐๐๐! Organised by the Institute of Physics Singapore, the meeting runs from 28โ30 October 2026 at the Singapore @sutdsg.
As part of our commitment to advancing scientific knowledge and connecting research with the communities it serves, weโre showcasing books and journals that support discovery, learning and collaboration in physics.
Visit our booth to explore our featured titles and enjoy 20โ50% off featured books. Complete a short quiz to receive an exclusive notebook!
Browse the full list of featured titles here: worldscientific.com/page/ipsโฆ
We look forward to connecting with you at SUTD!
#IPSMeeting2026 #WorldScientific #PhysicsResearch #PhysicsCommunity #ScientificPublishing #ResearchDissemination #SUTD
Bringing together contributions from leading experts, the Handbook of Porphyrin Science provides comprehensive coverage of fundamental research and interdisciplinary applications. Explore the series.
๐worldscientific.com/series/pโฆ
This study examines reflected SDEs driven by standard and fractional Brownian motion, establishing weak existence, pathwise uniqueness, and strong solutions for additive noise, with partial results for multiplicative noise.
๐worldscientific.com/doi/epdfโฆ
How do purity and injectivity behave under trivial ring extensions? Explore pure projective, pure injective and FP-injective modules, with applications to Morita context rings. Read the full article for free.
๐worldscientific.com/doi/10.1โฆ
๐
๐๐๐ญ๐ฎ๐ซ๐๐ ๐๐ซ๐ญ๐ข๐๐ฅ๐๐ฌ | ๐๐๐ฏ๐ข๐ ๐๐ญ๐ข๐ง๐ ๐๐๐ซ๐ค๐๐ญ ๐๐ง๐๐๐ซ๐ญ๐๐ข๐ง๐ญ๐ฒ: ๐๐ซ๐๐๐, ๐๐ง๐๐ฅ๐๐ญ๐ข๐จ๐ง & ๐
๐ข๐ง๐๐ง๐๐ข๐๐ฅ ๐๐ข๐ฌ๐ค
How do financial markets respond to trade tensions, inflationary pressures and volatility?
Explore featured research from the ๐๐ฆ๐ท๐ช๐ฆ๐ธ ๐ฐ๐ง ๐๐ข๐ค๐ช๐ง๐ช๐ค ๐๐ข๐ด๐ช๐ฏ ๐๐ช๐ฏ๐ข๐ฏ๐ค๐ช๐ข๐ญ ๐๐ข๐ณ๐ฌ๐ฆ๐ต๐ด ๐ข๐ฏ๐ฅ ๐๐ฐ๐ญ๐ช๐ค๐ช๐ฆ๐ด (๐๐๐๐๐๐), ๐
๐๐๐ ๐ญ๐จ ๐๐๐๐๐ฌ๐ฌ ๐ฎ๐ง๐ญ๐ข๐ฅ ๐๐ ๐๐๐๐๐ฆ๐๐๐ซ ๐๐๐๐.
๐๐ซ๐๐๐ ๐๐๐ซ ๐๐๐ญ๐ข๐จ๐ง๐ฌ, ๐๐๐ฉ๐จ๐ซ๐ญ๐ข๐ง๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ข๐๐ฌ, ๐๐ง๐ ๐๐ญ๐จ๐๐ค ๐๐๐ซ๐ค๐๐ญ ๐๐๐๐๐ญ๐ข๐จ๐ง๐ฌ
Wenjia Zhang and Julan Du
worldscientific.com/doi/10.1โฆ
๐๐๐๐ซ๐๐ก๐ข๐ง๐ ๐๐จ๐ซ ๐๐ฌ๐ฌ๐๐ญ๐ฌ ๐ญ๐จ ๐๐๐๐ ๐ ๐๐ ๐๐ข๐ง๐ฌ๐ญ ๐๐ง๐๐ฅ๐๐ญ๐ข๐จ๐ง ๐ข๐ง ๐ญ๐ก๐ ๐.๐. ๐๐๐ซ๐ค๐๐ญ
Thomas C. Chiang
worldscientific.com/doi/10.1โฆ
๐๐จ๐ฅ๐๐ญ๐ข๐ฅ๐ข๐ญ๐ฒ ๐๐ฉ๐ข๐ฅ๐ฅ๐จ๐ฏ๐๐ซ๐ฌ ๐ข๐ง ๐๐ง๐๐ข๐๐ง ๐๐จ๐ฆ๐ฆ๐จ๐๐ข๐ญ๐ฒ ๐๐๐ซ๐ค๐๐ญ๐ฌ: ๐๐ฆ๐ฉ๐ข๐ซ๐ข๐๐๐ฅ ๐๐ฏ๐ข๐๐๐ง๐๐ ๐๐ซ๐จ๐ฆ ๐ญ๐ก๐ ๐๐๐๐๐๐ ๐๐จ๐๐๐ฅ
Sampath Thokala
worldscientific.com/doi/10.1โฆ
๐ ๐
๐ข๐ง๐ ๐ญ๐ก๐ข๐ฌ ๐ฃ๐จ๐ฎ๐ซ๐ง๐๐ฅ ๐ฎ๐ฌ๐๐๐ฎ๐ฅ ๐๐จ๐ซ ๐ฒ๐จ๐ฎ๐ซ ๐ซ๐๐ฌ๐๐๐ซ๐๐ก? ๐๐๐๐จ๐ฆ๐ฆ๐๐ง๐ ๐ข๐ญ ๐ญ๐จ ๐ฒ๐จ๐ฎ๐ซ ๐ฅ๐ข๐๐ซ๐๐ซ๐ฒ:
worldscientific.com/action/rโฆ
๐ ๐๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ ๐ฆ๐จ๐ซ๐ ๐๐๐๐ญ๐ฎ๐ซ๐๐ ๐๐ซ๐ญ๐ข๐๐ฅ๐๐ฌ:
worldscientific.com/page/rpbโฆ
#FREEACCESS #FinancialMarkets #MarketUncertainty #Inflation #TradeWar #FinancialRisk #Investment #CommodityMarkets #Economics #FinanceResearch #RPBFMP
๐จ ๐๐๐๐๐๐: ๐๐๐ญ๐, ๐๐ฎ๐ฆ๐๐๐ซ๐ฌ, ๐๐ง๐ ๐๐๐จ๐ฆ๐๐ญ๐ซ๐ฒ
Discover the latest Special Issue of AI in Mathematics and Theoretical Physics (AIMTP), exploring how artificial intelligence and data-driven methods are opening new directions across mathematics and theoretical physics.
๐ ๐๐ฉ๐๐๐ข๐๐ฅ ๐๐ฌ๐ฌ๐ฎ๐ ๐จ๐ง ๐๐๐๐๐๐ (๐๐๐ญ๐, ๐๐ฎ๐ฆ๐๐๐ซ๐ฌ, ๐๐ง๐ ๐๐๐จ๐ฆ๐๐ญ๐ซ๐ฒ)
Volume 4, Issue 1 (June 2026)
Guest edited by ๐๐ฒ๐ฎ-๐๐ฐ๐๐ง ๐๐๐, ๐๐ฅ๐ฅ๐ข ๐๐๐ฒ๐๐ฌ ๐๐ง๐ ๐๐๐ฐ๐๐ซ๐ ๐๐๐จ๐ซ๐ ๐ ๐๐ข๐ซ๐ฌ๐ญ, the issue brings together research and practical perspectives spanning:
๐น Machine learning for mathematical data
๐น Reinforcement learning for mathematical search
๐น Physics-informed neural networks and geometric analysis
๐น Data-driven approaches to exterior calculus
๐น AI methods for analysing and presenting scientific results
๐น Machine learning and theoretical physics
Featured contributions include โ๐๐ซ๐๐ก๐ข๐ญ๐๐๐ญ๐ฎ๐ซ๐๐ฌ ๐๐จ๐ซ ๐๐๐ญ๐ก๐๐ฆ๐๐ญ๐ข๐๐๐ฅ ๐๐๐ญ๐,โ โ๐๐๐ข๐ง๐๐จ๐ซ๐๐๐ฆ๐๐ง๐ญ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐จ๐ซ ๐๐๐ซ๐ ๐๐๐ญ๐ก๐๐ฆ๐๐ญ๐ข๐๐๐ฅ ๐๐๐๐ซ๐๐ก: ๐๐๐ฌ๐ฌ๐จ๐ง๐ฌ ๐๐ซ๐จ๐ฆ ๐ญ๐ก๐ ๐๐ง๐๐ซ๐๐ฐ๐ฌโ๐๐ฎ๐ซ๐ญ๐ข๐ฌ ๐๐จ๐ง๐ฃ๐๐๐ญ๐ฎ๐ซ๐,โ and โ๐ ๐๐ฌ๐๐ซโ๐ฌ ๐๐ฎ๐ข๐๐ ๐ญ๐จ ๐๐๐๐๐ฌ ๐ข๐ง ๐๐๐จ๐ฆ๐๐ญ๐ซ๐ข๐ ๐๐ง๐๐ฅ๐ฒ๐ฌ๐ข๐ฌ.โ
๐ ๐๐ฅ๐ฅ ๐๐ซ๐ญ๐ข๐๐ฅ๐๐ฌ ๐๐ซ๐ ๐
๐๐๐ ๐๐ ๐๐๐๐ ๐ฎ๐ง๐ญ๐ข๐ฅ ๐๐ ๐๐๐ง๐ฎ๐๐ซ๐ฒ ๐๐๐๐.
Explore the full Special Issue:
worldscientific.com/toc/aimtโฆ
#ArtificialIntelligence #Mathematics #TheoreticalPhysics #MachineLearning #ScientificMachineLearning #GeometricAnalysis #ReinforcementLearning #PINNs #MathematicalPhysics #AIResearch #WorldScientific
๐๐ฉ๐๐ง ๐๐๐๐๐ฌ๐ฌ
This study establishes multiple normalized solutions for biharmonic Choquard equations using variational methods, LusternikโSchnirelmann category, and Morse theory.
๐ worldscientific.com/doi/10.1โฆ
๐งฌโก What if intelligence could emerge from simple chemical systems? The real question is: can we build computing systems that behave more like living brains?
๐ ๐๐ง๐ค๐ฉ๐๐๐ฃ๐ค๐๐ ๐๐ง๐ค๐ฉ๐ค-๐๐๐ช๐ง๐๐ก ๐๐๐ฉ๐ฌ๐ค๐ง๐ ๐จ explores a groundbreaking frontier where chemistry, physics, and computation convergeโrevealing how synthetic proteinoids can self-organize into systems capable of spiking, learning, and computation.
Blending experimental biophysics with neuromorphic theory, this book opens the door to a new paradigm: wetware computing.
๐ Why this book is essential reading:
๐งช 1. Foundations of Proteinoid Systems
๐งฌ Synthetic polymers formed from amino acids
โก Self-organize into excitable microspheres
๐ง Exhibit electrical activity and spiking behaviour
โก 2. Emergence of Proto-Neural Activity
๐ Light-induced and chemically driven spiking
๐ง Neural-like signalling and adaptive responses
๐ Electrochemical, optical, and acoustic studies
๐ง 3. Learning & Memory in Chemical Systems
๐ Evidence of learning in proteinoid ensembles
๐ Memfractance and adaptive behaviour
๐ก Foundations of emergent intelligence
๐ป 4. Unconventional Computing
๐งฉ Logical gates and Boolean operations
๐ Sound recognition and pattern processing
๐ Optical recognition (e.g. alphabet detection)
๐ 5. Toward Neuromorphic Wetware
๐ง Integration with simulated neural networks
โ๏ธ Proto-dendrites and proto-axons
๐ฌ Applications in bio-inspired computing and materials
๐ Explore the book here:
worldscientific.com/worldsciโฆ
๐ก Ideal for researchers and professionals in neuromorphic engineering, unconventional computing, synthetic biology, and advanced materials science.
๐ Quote WSTWTR30 at checkout to enjoy 30% off your purchase now!
#NeuromorphicComputing #UnconventionalComputing #SyntheticBiology #AI #Bioelectronics #MaterialsScience #STEM
This paper Studies how spatially modulated scalar fields affect phonon propagation, sound speed, and condensate rigidity in superfluid dark matter, exploring implications for dark matter core structure.
๐worldscientific.com/doi/fullโฆ
Discover the diverse applications of boron science!
This comprehensive 4-volume handbook explores the latest developments in organometallic chemistry, catalysis, materials science and medicine, bringing together insights from leading researchers worldwide.
๐worldscientific.com/worldsciโฆ
This paper reviews algebraic learning theory, exploring the connections between statistical mechanics and machine learning, singular random Hamiltonians, phase transitions, generalization errors, and theoretical foundations for AI alignment.
๐worldscientific.com/doi/fullโฆ
Build a strong foundation in physics with Prof. Berthold-Georg Englertโs undergraduate lecture series. Explore essential topics including classical mechanics, electrodynamics, statistical mechanics, quantum mechanics and quantum state estimation.
๐worldscientific.com/area/proโฆ
We are saddened by the passing of our author, ๐๐ซ๐จ๐๐๐ฌ๐ฌ๐จ๐ซ ๐๐ฅ๐๐ฎ๐๐ ๐๐จ๐ก๐๐ง-๐๐๐ง๐ง๐จ๐ฎ๐๐ฃ๐ข (1933โ2026), on 22 October. A 1997 Nobel laureate in Physics, his research and teaching shaped atomic physics and helped generations understand quantum mechanics.
Our sincere condolences go to his family, friends, colleagues and students.
Read our tribute and explore his books, chapters and articles published with World Scientific: worldscientific.com/do/10.11โฆ
#ClaudeCohenTannoudji #InMemoriam #QuantumPhysics #AtomicPhysics #WorldScientific
๐๐๐ฐ ๐๐๐ฅ๐๐๐ฌ๐: ๐ฝ๐๐ ๐๐๐๐๐๐๐ฃ๐, ๐๐ค๐ค๐ ๐๐๐๐๐๐๐ฃ๐ โ ๐๐๐๐ฃ๐๐๐ก๐จ ๐๐ฃ๐ ๐พ๐๐ช๐ฉ๐๐ค๐ฃ, ๐๐ฃ๐ฃ๐ค๐ซ๐๐ฉ๐๐ค๐ฃ๐จ ๐๐ฃ๐ ๐๐ค๐ฅ๐
It was a pleasure welcoming Prof Chan Lai Wah (National University of Singapore) and Mr Sia Chong Hock (Health Sciences Authority, Singapore, Retired) to World Scientific Publishing as they collected copies of their newly released book, ๐ฝ๐๐ ๐๐๐๐๐๐๐ฃ๐, ๐๐ค๐ค๐ ๐๐๐๐๐๐๐ฃ๐ โ ๐๐๐๐ฃ๐๐๐ก๐จ ๐๐ฃ๐ ๐พ๐๐ช๐ฉ๐๐ค๐ฃ, ๐๐ฃ๐ฃ๐ค๐ซ๐๐ฉ๐๐ค๐ฃ๐จ ๐๐ฃ๐ ๐๐ค๐ฅ๐!
Behind every medicine is a story of science, safety and innovation. But what happens when medicines go wrong?
Drawing on real-world pharmaceutical scandals, medicine safety concerns and scientific breakthroughs, the authors take readers on an insightful journey through the evolving world of medicines. From the hidden dangers of counterfeit drugs, contaminated medicines and unsafe health products to promising developments in vaccines, personalised therapies and nanomedicine, the book explores both the lessons learned from past failures and the innovations shaping a safer future.
This book has been written with minimal technical jargon which will benefit any avid and interested reader!
๐ ๐๐จ ๐๐๐ฅ๐๐๐ซ๐๐ญ๐ ๐ญ๐ก๐ ๐ง๐๐ฐ ๐ซ๐๐ฅ๐๐๐ฌ๐, ๐๐ง๐ฃ๐จ๐ฒ ๐๐% ๐จ๐๐!
Use promotional code ๐๐๐๐๐๐ when purchasing through the World Scientific website worldscientific.com/worldsciโฆ
#BadMedicineGoodMedicine #NewBook #MedicineSafety #PharmaceuticalSciences #HealthcareInnovation
๐๐ฉ๐๐ง ๐๐๐๐๐ฌ๐ฌ
This study highlights significant ruralโurban education inequality in China, showing that rural and migrant children have lower educational performance than their urban counterparts, with implications for human capital development and education policy.
๐worldscientific.com/doi/10.1โฆ
๐ ๐๐จ๐ง๐ ๐ซ๐๐ญ๐ฎ๐ฅ๐๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐จ ๐๐ซ๐จ๐. ๐๐ฌ๐ก๐จ๐ค๐ ๐๐๐ง ๐จ๐ง ๐ซ๐๐๐๐ข๐ฏ๐ข๐ง๐ ๐ญ๐ก๐ ๐๐๐๐ ๐๐ฌ๐ค๐๐ซ ๐๐ฅ๐๐ข๐ง ๐๐๐๐๐ฅ!
A pioneer in modern string theory, Professor Sen is internationally recognised for his groundbreaking contributions to S-duality, black hole entropy and string field theory. He is the first Indian physicist to receive the prestigious Oskar Klein Medal, joining a distinguished list of past recipients in theoretical physics.
World Scientific is proud to have published a number of Professor Senโs works over the years. To celebrate this achievement, his book chapters and journal articles published with World Scientific are ๐๐ซ๐๐ ๐ญ๐จ ๐ซ๐๐๐ ๐ฎ๐ง๐ญ๐ข๐ฅ ๐๐ ๐๐๐ซ๐๐ก ๐๐๐๐.
๐ ๐๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ ๐ก๐ข๐ฌ ๐๐จ๐จ๐ค ๐๐ก๐๐ฉ๐ญ๐๐ซ๐ฌ:
โข Remarks on Tachyon Driven Cosmology
worldscientific.com/doi/epdfโฆ
โข String Theory and Einstein's Dream
worldscientific.com/doi/epdfโฆ
โข Tachyons in String Theory
worldscientific.com/doi/epdfโฆ
โข Tachyon Dynamics in Open String Theory
worldscientific.com/doi/epdfโฆ
๐ ๐๐ข๐ฌ๐๐จ๐ฏ๐๐ซ ๐ก๐ข๐ฌ ๐ฃ๐จ๐ฎ๐ซ๐ง๐๐ฅ ๐๐ซ๐ญ๐ข๐๐ฅ๐๐ฌ: worldscientific.com/action/dโฆ
Congratulations once again to Professor Ashoke Sen on this remarkable recognition!
#AshokeSen #OskarKleinMedal #StringTheory #TheoreticalPhysics #QuantumGravity #BlackHoles #Physics
๐๐ Beneath the ocean surface lies a dynamic system shaping climate, ecosystems, and energy transfer. The real question is: do we fully understand the role of mesoscale eddies in driving ocean variability?
๐ ๐๐๐จ๐ค๐จ๐๐๐ก๐ ๐๐๐๐๐๐จ ๐๐ฃ ๐ฉ๐๐ ๐๐ค๐ช๐ฉ๐ ๐พ๐๐๐ฃ๐ ๐๐๐ offers the first comprehensive synthesis of eddy dynamics in one of the worldโs most complex marine environments.
Integrating theory, observations, and long-term data, this book provides a definitive framework for understanding how eddies form, evolve, and influence the ocean system.
๐ Why this book is essential reading:
๐ 1. The Role of Mesoscale Eddies
๐ Eddies account for over two-thirds of oceanic kinetic energy
๐ Link large-scale circulation to smaller-scale processes
๐ฑ Influence climate systems and marine ecosystems
๐ 2. A Comprehensive Scientific Framework
๐ Combines theoretical, observational, and statistical approaches
๐ง Synthesizes over two decades of research
๐ Includes new datasets and analyses up to 2025
๐ฌ๏ธ 3. Drivers of Eddy Formation
๐ง๏ธ Monsoons and atmospheric forcing
๐ช๏ธ Typhoons and extreme weather events
๐ Kuroshio current intrusions and Pacific influences
๐ฌ 4. Advanced Observation & Analysis
๐ฐ๏ธ Satellite-based detection and modeling techniques
๐ข Cruise-based field observations
๐ Statistical characterization of eddy behaviour
๐ 5. Interactions Across Scales
๐ Effects on waves, currents, and ocean structure
๐ฌ๏ธ Coupling with atmospheric systems
๐ Role in energy transfer across ocean scales
๐ Explore the book here:
worldscientific.com/worldsciโฆ
๐ก Ideal for researchers, graduate students, and professionals in physical oceanography, climate science, and marine environmental studies.
๐ Quote WSTWTR30 at checkout to enjoy 30% off your purchase now!
#Oceanography #ClimateScience #MarineScience #PhysicalOceanography #ClimateChange #OceanDynamics
Explore the latest advances in nanomedicine and bioengineering. This comprehensive 4-volume reference covers tissue engineering, biosensing, medical imaging, gene delivery and emerging cancer therapies, bridging nanotechnology and translational medicine.
๐worldscientific.com/worldsciโฆ
























