Refers to something newly found or devised, often with a sense of breakthrough or innovation.
The new discovery shocked the scientific community.
His newly invented technology was patented.
Compound of 新 (new) and 発見 (discovery). The reading しんはっけん follows standard on'yomi with rendaku on the second element.