Experiments have traditionally played a vital role in the discovery and characterization of novel materials. Experimental research must be carried out over a lengthy period of time for a small number of materials, as it necessitates a lot of resources and equipment. Due to these constraints, significant discoveries were made primarily by human intuition or serendipity. Metals, semiconductors, ceramics, and polymers are the most common types of materials. Nanomaterials, biomaterials, and energy materials, to name a few, are among the new and sophisticated materials being produced. Machine learning is one of the most interesting new methods to enter the material science toolkit in recent years. This set of statistical tools has already demonstrated its ability to significantly accelerate both fundamental and practical research. At present, there is a plethora of effort being made to create and apply machine learning to solid-state systems.
Title : Mechanical behaviour of carbon fibre stitched composite joints and composite repair
Zhongwei Guan, Advanced Materials Research Centre of Technology Innovation Institute, United Arab Emirates
Title : Crystallographic aspects of shape memory effect and reversibility in shape memory alloys
Osman Adiguzel, Firat University, Turkey
Title : Structural and magnetic properties of new half metallic ferromagnetism
Yarub Al Douri, American University of Iraq, Iraq
Title : Effect of alloying elements content on mechanical properties and oxidation behavior in dry and wet atmopshere of NiCoCrAlFe-X high entropy alloys
Wojciech J Nowak, Rzeszow University of Technology, Poland
Title : Plastic films to be used in a night-time radiative cooling technology: Optical and mechanical study for a RCE device
Ingrid Martorell, University of Lleida, Spain
Title : Interdependence of morphological electrical and magnetic properties of cu-substituted ni-zn-mg nano-crystalline ferrite
Milind Bhandare, Mahatma Phule Mahavidyalaya, India
Title : Sustainable antimicrobial composites for bone repair
Mapoloko Mpho Phiri, Nelson Mandela University, South Africa
Title : Encapsulation and analysis techniques of crystalline photovoltaic modules: Algerian experience
Kamel Agroui, Semiconductors Technology for Energetic Research Center, Algeria
Title : The determination of agbaja iron ore characterization and swelling analysis for engineering applications
Eneh Chukwunonso Jeremiah, Enugu State University of Science and Technology, Nigeria
Title : Die design for flashless forging of a clevis
Pedram, Kaveh Forging Co, Iraq