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 : Crystallographic Basis of Thermal and Mechanical Reversibility in Shape Memory Alloys
Osman Adiguzel, Firat University, Turkey
Title : Development of current sensors using giant magnetoresistance effect in magnetic multilayers
Prasanta Chowdhury, CSIR - National Aerospace Laboratories, India
Title : ZrB2-SiC, ZrB2-SiC-ZrC and TaB2-SiC Composites Manufactured Under High 4 GPa and 30 MPa Pressures
Tetiana Prikhna, V. Bakul Institute for Superhard Materials of the National Academy of Sciences of Ukraine, Ukraine
Title : Effect of Manufacturing Process on Micro-structure Evolution, to Optimize Property for the Dual Phase; (HSLA) Steel & High Strength Alloy.
Alireza Fallahi Arezouda, Amirkabir University of Technology, Iran (Islamic Republic of)
Title : Improving interlayer bonding and strength in 3D-printed thermoplastics
Atefeh Golbang, Ulster University, United Kingdom
Title : Effect of Ni/Mn ratio on magneto structural coupling and magneto caloric effect in MnCoGe alloys
Najam ul Hassan, University of education, Pakistan
Title : A correlation between nanotechnology and renewable energy
Yarub Al Douri, American University of Iraq, Iraq
Title : Fabrication and investigation of the impact of sintering temperature on micro hardness of Fe20Cr20Mn20 Ni20 Ti10Co5V5
Steadyman Chikumba, University of South Africa, South Africa
Title : Effect of quenching on the structural, morphological, and magnetic properties at Cobalt and Nickel ferrites
Bianca Rafaela Nascimento Pereira, Universidade Tecnológica Federal do Paraná, Brazil
Title : Thermally activated clays and their potential for cement factories to stop contributing powerfully to global warming
Rafael Talero, Santa Susana Spain, Spain