spectral analysis of esr and nmr by advanced data analytics 

ESR and NMR 101!

Both ESR (electron spin resonance) and NMR (nuclear magnetic resonance) spectroscopies are used to investigate molecular 3D structure or electronic structure.  

Why do we need advanced spectral analysis?

ALS or Lou Gehrig's disease is a neurodegenerative disease - which means that the disease progression is irreversible. The famous physicist and popular science writer Stephen Hawkins has ALS, but he was one of rare cases where the patient survived a long life. For most patients, the life expectancy is about 5 years. Unfortunately, there is not many therapeutic options available to slow the disease progression significantly. The number of people living with ALS in the US is about 5 to 7 cases per 100,000 or 17,500 to 24,500 cases considering a population of 350 million. However, 

Overview of the advanced data analytics schemes.

ALS or Lou Gehrig's disease is a neurodegenerative disease - which means that the disease progression is irreversible. The famous physicist and popular science writer Stephen Hawkins has ALS, but he was one of rare cases where the patient survived a long life. For most patients, the life expectancy is about 5 years. Unfortunately, there is not many therapeutic options available to slow the disease progression significantly. The number of people living with ALS in the US is about 5 to 7 cases per 100,000 or 17,500 to 24,500 cases considering a population of 350 million. However, 

Some results and discussion.

ALS or Lou Gehrig's disease is a neurodegenerative disease - which means that the disease progression is irreversible. The famous physicist and popular science writer Stephen Hawkins has ALS, but he was one of rare cases where the patient survived a long life. For most patients, the life expectancy is about 5 years. Unfortunately, there is not many therapeutic options available to slow the disease progression significantly. The number of people living with ALS in the US is about 5 to 7 cases per 100,000 or 17,500 to 24,500 cases considering a population of 350 million. However, 

What next?

ALS or Lou Gehrig's disease is a neurodegenerative disease - which means that the disease progression is irreversible. The famous physicist and popular science writer Stephen Hawkins has ALS, but he was one of rare cases where the patient survived a long life. For most patients, the life expectancy is about 5 years. Unfortunately, there is not many therapeutic options available to slow the disease progression significantly. The number of people living with ALS in the US is about 5 to 7 cases per 100,000 or 17,500 to 24,500 cases considering a population of 350 million. However,