Creating material with special types of properties

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To determine the chemical structure and components of a material with specific properties, one must consider the relationship between molecular structure and the desired physical characteristics. The process often involves a combination of theoretical knowledge and empirical experimentation, rather than purely guesswork. Understanding intermolecular and intramolecular forces is crucial, as these forces influence properties like hardness and conductivity. For instance, materials with strong intermolecular forces tend to be harder, while electrical conductivity is often linked to the type of bonding present, such as metallic bonding.A foundational knowledge of chemistry, including organic chemistry, is essential, but further learning in areas like materials science, solid-state physics, and computational chemistry can provide deeper insights. Familiarity with concepts such as Young's modulus and the conditions affecting material properties is also important. The discussion highlights that while the journey to mastering these concepts is complex and time-consuming, starting with the basics and gradually expanding knowledge in relevant fields is key to understanding how to design materials with specific attributes.
EvilKermit
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Let's say you have a vision of a material with certain special types of properties. How would I know what the chemical structure and components of that material would be? Is there some way to at least estimate what the chemical structure would be, and its a matter of guess and check? Does it involve complex mathematics and special computation?

I know the basics of intermolecular and intramolecular forces. I took general chemisty and a semester of organic chemistry. What other information would I have to learn to understand these concepts? I understand its something that I can't learn overnight, but a starting point would be great.
 
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Depends on what kinds of properties you mean. Are you talking about drug design? Or do you mean something like, "I want a compound of this color, with a melting point at x"?
 
For example, I want a substance with Young's modulus of X with electrical conductivity of Y. (although I understand that both these conditions are depended on conditions, I'll just say at STP). I suppose hardness can be determined by strong intermolecular forces (or for diamonds, strong intramolecular forces). Although I am unsure how metallic bonding occurs. And I don't know what would make a substance conductive or not.
 
It seems like a simple enough question: what is the solubility of epsom salt in water at 20°C? A graph or table showing how it varies with temperature would be a bonus. But upon searching the internet I have been unable to determine this with confidence. Wikipedia gives the value of 113g/100ml. But other sources disagree and I can't find a definitive source for the information. I even asked chatgpt but it couldn't be sure either. I thought, naively, that this would be easy to look up without...
I was introduced to the Octet Rule recently and make me wonder, why does 8 valence electrons or a full p orbital always make an element inert? What is so special with a full p orbital? Like take Calcium for an example, its outer orbital is filled but its only the s orbital thats filled so its still reactive not so much as the Alkaline metals but still pretty reactive. Can someone explain it to me? Thanks!!

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