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A nanomaterial that can be isolated from cellulose --- cellulose nanosphere (CNS), has recently gained significant attention in nanotechnology and material science due to their unique properties and potential in diverse fields [2].
Materials and Methods Materials.
The chemicals and other materials were sourced out from a local distributor in the Philippines.
For further studies, it is advised to incorporate CNS from both sources into biomedical materials such as hydrogels, drug fillers, etc. and examine how it reinforces a particular polymer matrix.
Materials and Minerals, 2015, doi: 10.14456/JMMM.2015.3

Materials and methods Materials Dent corn was used in this work, originated Jinzhou and was stored at 4℃.
[6] M.Perez, C.Haros, Suarez.Journal of Food Engineering.
Li.Food science,31 (07).p. 228-231(2010) [11] M.Y.
Journal of Food Science. 1999, 64(3):514-518
Journal of Food Engineering, vol.80.p.18–23(2007) [17] Abd Elmoneim ,O.

Wrobel, “A review of machine learning for the optimization of production processes,” International Journal of Advanced Manufacturing Technology, vol. 104, 5-8, pp. 1889–1902, 2019, doi: 10.1007/s00170-019-03988-5
Ye, “Knowledge Discovery: Methods from data mining and machine learning,” Social science research, vol. 110, p. 102817, 2023, doi: 10.1016/j.ssresearch.2022.102817
Klusemann, and T. van den Boogaard, “An analytical predictor machine learning corrector scheme for modeling lateral flow in hot strip rolling,” in Materials Research Proceedings, 2025, pp. 2002–2011, doi: 10.21741/9781644903599-215
Li, “Lateral spread prediction based on hybrid CNN-LSTM model for hot strip finishing mill,” Materials Letters, vol. 378, p. 137594, 2025, doi: 10.1016/j.matlet.2024.137594
Zhang, “Temporal online self-learning stochastic configuration networks: A study on strip deviation prediction,” Information Sciences, vol. 689, p. 121446, 2025, doi: 10.1016/j.ins.2024.121446

In this process, polymer materials constantly accept quantity of heat that is heated by means of the external heat, screw from the cylinder and polymer material and cylinder and shear friction heat of the polymer material.
Polymer materials gradually melt the milk flow.
Micro-EDM has some advantages including small discharge gap, profiling high, low stress, no burr and processing high hardness materials.
[J] Journal of Materials Processing Technology, 2008, 202: 76-85 [3] Tan H, Gibertson A, Chou S Y.
Science and Technology Observation, 2010, (5):50-52 [5] L.

As a nontoxic II–VI semiconductor material with its wide band gap energy of 3.67 eV at room temperature, ZnS is particularly suitable for use as luminescent host materials for a very large variety of dopants, so it is considered to be a promising host material.
These doped ZnS semiconductor materials have a wide range of applications in electroluminescence devices, phosphors, light emitting displays, optical sensors, etc.
It is well-known that the properties of pure ZnS nanoparticles are obviously different from the bulk materials, nanocrystals doped with optically active luminescence centers create new opportunities for luminescent study and application of nanosemiconductor materials [5, 6].
Journal of Optoelectronics and Biomedical Materials ., 2 (2010) 175 – 184
Welker, Doped nanocrystals of semiconductors - a new class of luminescent materials, J.

Introduction Slag wool is a kind of mineral wool and excellent energy-saving insulation materials.
In general, the smaller the insulation material’s volume weight, the better the insulation properties of the material, on the contrary, the greater volume weight, the worse the insulation properties of the materials.
New materials from industrial and wastes: glass–ceramics and glass- and rock-wool fiber, J.
East China university of science and technology, 2005
Journal of Functional Materials, 2005,36(5) 760-763

This capacity, together with the wide range of materials that can be deposited, allows the precise elaboration of surface properties for local service requirements at a relatively low cost [1, 2, 3].
The laser cladding powder mainly includes nickel base, cobalt base alloy and ceramic materials.
ColacO, R Vilar, Corrosion behavior of steels after laser surface melting, Materials and Design. 21 (2000) 441-445
[4] Huang F, Jiang Z, Liu X , Microstructure and properties of thin wall by laser cladding forming, Journal of Materials Processing Technology, 209 (2009) 4970-4976
[6] Xu Q, Li F, Ding T, Experimental Study on Application of Cold-welding Technology in Engine Remanufacturing Field, Advanced Materials Research. 482-484 (2012) 2051-2054.

There is no erosion prediction model can be suitable for all conditions well for that the erosion rate of the material is influenced by material itself, caustic fluid, the environment, and many other factors [3].
Experimental materials and methods Experimental material is taken from P110 tubing in Changqing gas field, and its chemical compositions are shown intable1, mechanical properties shown in table2.
As shown in Figure 2 (a), there are some shallow and narrow impact traces and corrosion pits on the surface of materials, and corrosion film is not fully destroyed.
Research progress of solid particle erosion and wear [J].Journal of materials science and engineering，2003，21(2)：307-311
Corrosion science and protection technology, 2009, 21(5):489-491

Additive manufacturing incorporates any manufacturing method which joins materials, layer by layer, in a controlled fashion to fabricate a desired product.
The smaller the raw material, the smaller the extruder can be but also the more difficult it is to obtain the materials and often these come at a higher cost compared to the common industrial pellets.
Materials and Method Materials.
Connal, “Extrusion 3D Printing of Polymeric Materials with Advanced Properties,” Advanced Science, vol. 7, no. 17.
D’Ávila, “Fabrication of PCL/β-TCP scaffolds by 3D mini-screw extrusion printing,” Journal of Applied Polymer Science, vol. 133, no. 15, Apr. 2016, doi: 10.1002/app.43031

With the promising development of graphene-based polymer composites on a nano-scale, a nanohybrid material, which combine the properties with the unique features of graphene oxide and polymer materials, could be formed [10].
Experiment Materials and Reagents Graphene oxide (GO) solution was synthesized from an acid treated graphite (SIGMA 282863-25G) using the modified Hummer’s method.
Abdiyss, "Preparation and characterization of high efficiency ion-exchange crosslinked acrylic fibers.," Journal of Applied Polymer Science, 2006
Han, "Ultrathin Graphene Nanofiltration Membrane for Water Purification," Advanced Functional Materials, vol. 23, no. 29, pp. 3693-3700, 2013
Gao, "Filtration and transport of heavy metals in graphene oxide enabled sand columns," Chemical Engineering Journal, 2014