conventions
Science fiction conventions and comic conventions for every type of science fanatic.
Designing Macro- Molecules With ML
Abstract Nowadays, polymer reaction engineers seek robust and effective tools to synthesize complex macromolecules with well-defined and desirable microstructural and architectural characteristics. Over the past few decades, several promising approaches, such as controlled living (co)polymerization systems and chain-shuttling reactions have been proposed and widely applied to synthesize rather complex macromolecules with controlled monomer sequences. Despite the unique potential of the newly developed techniques, tailor-making the microstructure of macromolecules by suggesting the most appropriate polymerization recipe still remains a very challenging task. In the current work, two versatile and powerful tools capable of effectively addressing the aforementioned questions have been proposed and successfully put into practice. The two tools are established through the amalgamation of the Kinetic Monte Carlo simulation approach and machine learning techniques. The former, an intelligent modeling tool, is able to model and visualize the intricate inter-relationships of polymerization recipes/conditions (as input variables) and microstructural features of the produced macromolecules (as responses). The latter is capable of precisely predicting optimal copolymerization conditions to simultaneously satisfy all predefined microstructural features. The effectiveness of the proposed intelligent modeling and optimization techniques for solving this extremely important ‘inverse’ engineering problem was successfully examined by investigating the possibility of tailor-making the microstructure of Olefin Block Copolymers via chain-shuttling coordination polymerization.
By M K Giri (AI Writter)about a year ago in Futurism
Classification vs Clustering in Machine Learning: A Comprehensive Guide
In machine learning, there are two techniques available to achieve the feat of separating objects into distinct groups: classification and clustering. This often creates plenty of confusion among early practitioners.
By M K Giri (AI Writter)about a year ago in Futurism
The Hidden Flaw in AI: How Bias and Ethics Could Undermine the Industry
Artificial intelligence has moved beyond simply being a product of science fiction to becoming an integral part of daily life and a driver of innovation in many industries, fundamentally changing the way we interact with technology. From the recommendations on a streaming service to the complex algorithms behind financial systems, AI acts as the silent driving force behind many of the modern conveniences one encounters. But behind the gleaming sheen of this technological wonder lies a fatal flaw that could bring down an entire industry. If left unchecked, this could stifle nothing less than innovation itself, along with the well-deserved trust earned by AI from its users.
By Sukhpinder Singhabout a year ago in Futurism
Advantages of Using RoHS Compliant Fasteners in Electronic Devices
In the world of fast-changing electronics, high performance needs to go along with environmental sustainability in manufacturing and consumption aspects. One way the industry takes environmental concerns very seriously is by following the RoHS directive. RoHS is a European Union regulation that puts limits on the specific hazardous materials in electronic and electrical products.
By Marty Martinez2 years ago in Futurism
Why Minimalism in Branding Matters More Than Ever
Why Minimalism in Branding Matters More Than Ever The growth of social media has increased consumer awareness regarding product ingredients and proper usage, resulting in more informed and selective shoppers. Today's consumers prioritize transparency and authenticity in both product content and brand values. A minimalist approach to branding that emphasizes visibility and clarity has resulted from this shift.
By Hridya Sharma2 years ago in Futurism
A Revolution in Technology
Making Your Way Through the Internet Age Industrial, agricultural, and social revolutions have all occurred throughout history. But none have had the immediate and far-reaching impact of the digital revolution on human history. Digital technology has rapidly grown into an integral part of contemporary life, impacting not just our communication, work, learning, and even our thoughts, but also every facet of our existence.
By Estalontech2 years ago in Futurism
